diff --git a/examples/example-0-aln-minimal.ipynb b/examples/example-0-aln-minimal.ipynb index 37225fe9..bf9b224b 100644 --- a/examples/example-0-aln-minimal.ipynb +++ b/examples/example-0-aln-minimal.ipynb @@ -1,632 +1,632 @@ { - "cells": [ - { - "cell_type": "markdown", - "id": "83f3ff6b", - "metadata": {}, - "source": [ - "# The neural mass model\n", - "\n", - "In this example, we will learn about the basic of `neurolib`. We will create a two-population mean-field model of exponential integrate-and-fire neurons called the `aln` model. We will learn how to create a `Model`, set some parameters and run a simulation. We will also see how we can easily access the output of each simulation.\n", - "\n", - "## `aln` - the adaptive linear-nonlinear cascade model\n", - "\n", - "The adaptive linear-nonlinear (`aln`) cascade model is a low-dimensional population model of spiking neural networks. Mathematically, it is a dynamical system of non-linear ODEs. The dynamical variables of the system simulated in the `aln` model describe the average firing rate and other **macroscopic variables** of a randomly connected, delay-coupled network of excitatory and inhibitory **adaptive exponential integrate-and-fire neurons (AdEx)** with non-linear synaptic currents. \n", - "\n", - "Ultimately, the model is a result of various steps of model reduction starting from the Fokker-Planck equation of the AdEx neuron subject to white noise input at many steps of input means $\\mu$ and variances $\\sigma$. The resulting mean firing rates and mean membrane potentials are then stored in a lookup table and serve as the nonlinear firing rate transfer function, $r = \\Phi(\\mu, \\sigma)$. \n", - "\n", - "## Basic use" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "ad74b5c9", - "metadata": {}, - "outputs": [], - "source": [ - "# change to the root directory of the project\n", - "import os\n", - "if os.getcwd().split(\"/\")[-1] == \"examples\":\n", - " os.chdir('..')\n", - " \n", - "# This will reload all imports as soon as the code changes\n", - "%load_ext autoreload\n", - "%autoreload 2 " - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "e5ee3b2b", - "metadata": {}, - "outputs": [], - "source": [ - "try:\n", - " import matplotlib.pyplot as plt\n", - "except ImportError:\n", - " import sys\n", - " !{sys.executable} -m pip install matplotlib\n", - " import matplotlib.pyplot as plt\n", - " \n", - "import numpy as np\n", - "import scipy\n", - "\n", - "# Let's import the aln model\n", - "from neurolib.models.aln import ALNModel\n", - "\n", - "# Some useful functions are provided here\n", - "import neurolib.utils.functions as func\n", - "\n", - "# a nice color map\n", - "plt.rcParams['image.cmap'] = 'plasma'" - ] - }, - { - "cell_type": "markdown", - "id": "8e8c9186", - "metadata": {}, - "source": [ - "## Simulating a single `aln` node\n", - "\n", - "To create a single node, we simply instantiate the model \n", - "without any arguments. " - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "5c9f17fb", - "metadata": {}, - "outputs": [], - "source": [ - "# Create the model\n", - "model = ALNModel()\n", - "\n", - "# Each model comes with a set of default parameters which are a dictionary. \n", - "# Let's change the parameter that controls the duration of a simulation to 10s.\n", - "model.params['duration'] = 10.0 * 1000 \n", - "\n", - "# For convenience, we could also use:\n", - "model.params.duration = 10.0 * 1000\n", - "\n", - "# In the aln model an Ornstein-Uhlenbeck process is simulated in parallel\n", - "# as the source of input noise fluctuations. Here we can set the variance\n", - "# of the process. \n", - "# For more info: https://en.wikipedia.org/wiki/Ornstein%E2%80%93Uhlenbeck_process \n", - "# Let's add some noise.\n", - "model.params['sigma_ou'] = 0.1\n", - "\n", - "# Finally, we run the model\n", - "model.run()" - ] - }, - { - "cell_type": "markdown", - "id": "5a3f8fca", - "metadata": {}, - "source": [ - "### Accessing the outputs" - ] - }, - { - "cell_type": "markdown", - "id": "b35905a1", - "metadata": {}, - "source": [ - "Accessing the outputs is straight-forward. Every model's outputs\n", - "are stored in the `model.outputs` attribute. According to the specific\n", - "name of each of the model's outputs, they can also be accessed as a \n", - "key of the Model object, i.e. `model['rates_exc']`." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "a7549848", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.plot(model['t'], model['rates_exc'].T, lw=2, c='k')\n", - "plt.xlabel(\"t [ms]\")\n", - "plt.ylabel(\"Rate [Hz]\")\n", - "plt.xlim(1000, 2000);" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "901cf333", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "('output', 'space', 'time')\n", - "rates_exc [[42.25673961 37.0729398 33.02390879 ... 14.24891974 13.93410228\n", - " 13.61216878]]\n" - ] - } - ], - "source": [ - "# Outputs are also available as an xr DataArray\n", - "xr = model.xr()\n", - "print(xr.dims)\n", - "# outputs can also be accessed via attributes in dot.notation\n", - "print(\"rates_exc\", model.rates_exc)" - ] - }, - { - "cell_type": "markdown", - "id": "1ee72bb5", - "metadata": {}, - "source": [ - "### Bifurcation diagram" - ] - }, - { - "cell_type": "markdown", - "id": "ee2db034", - "metadata": {}, - "source": [ - "Bifurcation diagrams can give us an overview of how different parameters of the model affect its dynamics. The simplest method for drawing a bifurcation diagram is to simply change relevant parameters step by step and record the model's behavior in response to these changes. In this example, we want to see how the model's dynamics changes with respect to the **external input currents** to the excitatory population. These input currents could be due to couplings with other nodes in a brain network or we could model other factors like external electrical stimulation. " - ] - }, - { - "cell_type": "markdown", - "id": "01cac508", - "metadata": {}, - "source": [ - "Below, you can see a schematic of the `aln` model. As you can see, a single node consists of one excitatory (red) and one inhibitory population (blue). The parameter that controls the mean input to the excitatory population is $\\mu_{E}$ or `model.params[\"mue_ext_mean\"]` ." - ] - }, - { - "cell_type": "markdown", - "id": "ae1257c1", - "metadata": {}, - "source": [ - "

\n", - " \n", - "

" - ] - }, - { - "cell_type": "markdown", - "id": "494ed654", - "metadata": {}, - "source": [ - "Let's first decrease the duration of a single run so we can scan the parameter space a bit faster and let's also disable the noisy input." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "c0389d68", - "metadata": {}, - "outputs": [], - "source": [ - "model.params['duration'] = 2.0 * 1000 \n", - "model.params['sigma_ou'] = 0.0" - ] - }, - { - "cell_type": "markdown", - "id": "553c5084", - "metadata": {}, - "source": [ - "Let's fix the input to the inhibitory population:" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "696a2a9a", - "metadata": {}, - "outputs": [], - "source": [ - "model.params['mui_ext_mean'] = 0.5" - ] - }, - { - "cell_type": "markdown", - "id": "f6a78f40", - "metadata": {}, - "source": [ - "We draw a one-dimensional bifurcation diagram, so it is enough to loop through different values of `mue_ext_mean` and record the minimum and maximum of the rate for each parameter." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "b935b0c1", - "metadata": {}, - "outputs": [], - "source": [ - "max_rate_e = []\n", - "min_rate_e = []\n", - "# these are the different input values that we want to scan\n", - "mue_inputs = np.linspace(0, 2, 50)\n", - "for mue in mue_inputs:\n", - " # Note: this has to be a vector since it is input for all nodes\n", - " # (but we have only one node in this example)\n", - " model.params['mue_ext_mean'] = mue\n", - " model.run()\n", - " # we add the maximum and the minimum of the last second of the \n", - " # simulation to a list\n", - " max_rate_e.append(np.max(model.output[0, -int(1000/model.params['dt']):]))\n", - " min_rate_e.append(np.min(model.output[0, -int(1000/model.params['dt']):]))" - ] - }, - { - "cell_type": "markdown", - "id": "e539d298", - "metadata": {}, - "source": [ - "Let's plot the results!" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "22a48b98", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, 'Min / max firing rate')" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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8Dw8PDxw7dgxxcXEqR2Xe9/3I75llM1WoUAEA4OjoiDZt2mj8/G3btqFly5ZYvXq1yvzo6Gg4ODi8V7bClLm/c/qcBgUFwcHBAZaWljAzM4O5ublan/EKFSpACIFy5cqhcuXKhROcZME+MiSb1NRUHDlyBCYmJrmO/HiXChUqICgoSGW46vXr13H27Fm1nl+qVCk0a9YMa9aswePHj1Uey/rL0NDQMNsvxcWLF2c78pN5LpS3C5ycfPTRRwgPD1cZnZKWlobFixfDyspKGnL+vj766CNcuHABly5dkua9ePECf//9d57PzfzVmnXbL168iPPnz6ss5+Pjg9TUVPzxxx/SPKVSKQ2HVkdOryWEwKJFi9Rex/v46KOPkJ6ejiVLlqjMX7BgARQKBTp06JCv9VpaWqr1eciNj48PbGxs8Ouvv6o07WXKaah2Vjl9dv38/PDs2bN8ZyoKLi4uqFOnDtavX6+y/27duoUjR47go48+ApCxfT4+Pti1a5fK3/Ddu3dx+PBhlXV+/PHHMDQ0xPTp07PtEyEEXr16VXgbRIWKR2SoyBw8eFD6hRsZGYlNmzbh3r17mDJlSp5t/TkZPHgw5s+fDx8fHwwZMgSRkZFYsWIFatSogdjYWLXW8fvvv6NJkyaoW7cuhg0bhnLlyuHhw4fYv3+/dD2nTp06YcOGDbC1tUX16tVx/vx5HDt2LFsfgzp16sDQ0BC//fYbYmJiYGpqilatWsHR0THb6w4bNgwrV67EwIEDERgYiLJly2Lbtm04e/YsFi5cmK2vRn5NnjwZGzZsQPv27TF27Fhp+HXmEaF36dSpE3bs2IFu3bqhY8eOCA0NxYoVK1C9enWVI2i+vr6oX78+Jk6ciPv376Nq1arYs2cPoqKiAKh3VKJq1aqoUKECJk2ahGfPnsHGxgbbt29Xuy/G++rcuTNatmyJ7777Dg8fPkTt2rVx5MgR7N69G+PGjZOOjGjKy8sLy5cvx88//4yKFSvC0dEx1/4uObGxscHy5cvRr18/1K1bF71790apUqXw+PFj7N+/H40bN85WfGXVqVMn/PTTTxg0aBAaNWqEmzdv4u+//5aORmqzOXPmoEOHDvD29saQIUOk4de2trYq12KbPn06Dh06hKZNm2LEiBHSD4IaNWqofMYrVKiAn3/+Gd988w0ePnwIX19fWFtbIzQ0FDt37sSwYcMwadIkGbaU3ltRD5Oi4ien4ddmZmaiTp06Yvny5SrDT4VQf/i1EEJs3LhRlC9fXpiYmIg6deqIw4cP5zr8es6cOTnmu3XrlujWrZuws7MTZmZmokqVKuKHH36QHn/9+rUYNGiQcHBwEFZWVsLHx0cEBQUJDw8PMWDAAJV1/fHHH6J8+fLS0M/M4aQ5DRWPiIiQ1mtiYiI8PT1Vhr/mlf3t/ZSbGzduiObNmwszMzNRunRpMWPGDLF69eo8h18rlUrx66+/Cg8PD2Fqaio++OADsW/fvhyHpr548UJ8+umnwtraWtja2oqBAweKs2fPCgAqw6EHDBggLC0tc8x5584d0aZNG2FlZSUcHBzE559/Lq5fv57jsOCc1pHbsGgPDw/RsWPHPPdTXFycGD9+vHB1dRXGxsaiUqVKYs6cOdk+n5oMvw4PDxcdO3YU1tbWAoC0fzP/Ji5fvqyyfOZn/e0h/CdPnhQ+Pj7C1tZWmJmZiQoVKoiBAweKf//9952vn5SUJCZOnChcXFyEubm5aNy4sTh//ny29zq34dc57eepU6cKdb46ctvvAMTIkSNV5uX2OT927Jho3LixMDc3FzY2NqJz587izp072dYZEBAgvLy8hImJiShfvrxYsWJFrjm3b98umjRpIiwtLYWlpaWoWrWqGDlypAgODlbZdg6/1h0KIbS0FxwR6bRdu3ahW7duOHPmDBo3bix3HCLSUyxkiOi9JSYmqowKS09PR7t27fDvv/8iPDw83yPGiIjywj4yRPTeRo8ejcTERHh7eyM5ORk7duzAuXPn8Ouvv7KIIaJCxSMyRPTeNm3ahHnz5uH+/ftISkpCxYoVMXz4cIwaNUruaESk51jIEBERkc7ieWSIiIhIZ7GQISIiIp2l9519lUolnj9/Dmtr6/c+XTgREREVDSEE4uLi4Orqmu36bFnpfSHz/PnzbFdaJSIiIt3w5MkTlClTJtfH9b6QyTzV+5MnT/J1GnwiIiIqerGxsXBzc8vzki16X8hkNifZ2NiwkCEiItIxeXULYWdfIiIi0lksZIiIiEhnsZAhIiIincVChoiIiHQWCxkiIiLSWSxkiIiISGexkCEiIiKdxUKGiIiIdBYLGSIiItJZLGSIiIhIZ7GQISIiIp3FQoaIiIh0lt5fNJKIqDAkJCTg4MGDSE5ORs+ePWFsbCx3JKJiiUdkiIjUlJiYiO3bt6Nnz54oVaoUevTogc8++wze3t64ffu23PGIiiUWMkRE75CcnIw9e/agb9++cHR0xCeffAI/Pz8kJiZKywQGBqJu3bqYM2cO0tPTZUxLVPywkCEiykFAQAAGDRoEJycndO3aFZs2bUJ8fLz0eMmSJfH555+jWrVqAICUlBRMnjwZzZo1w7179+SKTVTssJAhInrLnDlz0KJFC6xbtw4xMTHSfDs7OwwePBiHDh1CWFgYVq1ahStXrmDSpElQKBQAgHPnzqF27dpYvHgxlEqlXJtAVGwohBBC7hCFKTY2Fra2toiJiYGNjY3ccYhIy23duhW9evWSpq2treHr64tevXqhbdu2MDExyfF5Z86cwcCBAxESEiLNa9myJdasWYOyZcsWdmwivaPu9zePyBAR/b+zZ8+if//+0vS3336LyMhI/PXXX+jYsWOuRQwANGnSBNevX8fIkSOleSdPnoSnpyf+/PNP6PlvRiLZsJAhIgLw33//oUuXLkhOTgYADB48GD///DPMzMzUXoelpSWWLFmCY8eOwd3dHQAQHx+Pzz//HD///HOh5CYq7ljIEFGx9+LFC3To0AFRUVEAgLZt22LFihVSvxdNtW7dGjdv3sSQIUOkeTNnzkRYWFiB5CWi/2EhQ0TFWmJiIrp06YIHDx4AADw9PeHn5/feJ7izsbHBn3/+iTFjxkiv8+uvv753XiJSxUKGiIotpVKJfv364cKFCwAAV1dX7N+/H7a2tgX2Gt9++y0sLCwAACtXrsSjR48KbN1ExEKGiIqxr776Ctu3bwcAWFlZYf/+/XBzcyvQ13BycsLYsWMBAKmpqZgxY0aBrp+ouGMhQ0TF0pIlSzB//nwAgKGhIfz8/FCnTp1Cea1JkyZJw0fXrVvHE+YRFSAWMkRU7Ozdu1c6SgIAy5YtQ/v27Qvt9ezt7TFp0iQAQHp6OqZNm1Zor0VU3LCQIaJi5cqVK+jdu7d01t0pU6Zg2LBhhf6648aNQ8mSJQEAmzdvxq1btwr9NYmKAxYyRFRspKenY/DgwXjz5g0AoHfv3vjll1+K5LWtra0xZcoUAIAQAj/88EORvC6RvmMhQ0TFxsaNG3H9+nUAQO3atbFu3ToYGBTdf4MjR46Ei4sLAGDXrl34999/i+y1ifQVCxkiKhbevHmD77//XpqeP38+TE1NizSDubm5Soas94kof1jIEFGxsHDhQjx9+hQA0KlTJ7Rq1UqWHEOHDoWHhwcA4PDhwzh9+rQsOYj0BQsZItJ7ERERmDlzJoCModazZ8+WLYuJiQmmTp0qTX/33Xe8oCTRe2AhQ0R6b/r06YiPjwcAfP7556hWrZqsefr164fKlSsDAE6fPo2jR4/KmodIl7GQISK9dvfuXaxatQpAxtl7teEcLkZGRpg+fbo0zaMyRPnHQoaI9NrXX3+N9PR06b6Tk5PMiTL07NkTtWrVAgD8+++/2LNnj8yJiHQTCxki0lsnT57E3r17AWRcEHLChAkyJ/ofAwMDlesu/fDDD9JJ+ohIfSxkiEgvKZVK6bIAAPDLL79IV6HWFp07d0b9+vUBADdv3sQ///wjcyIi3cNChoj00qZNm3DlyhUAGSe/69evn8yJslMoFPj555+l6V9//VXGNES6SdZCZtq0aVAoFCq3qlWrSo8nJSVh5MiRKFmyJKysrNC9e3dERETImJiIdEFiYiK+++47aXru3LkwNDSUMVHu2rRpIx2VuXXrFh48eCBzIiLdIvsRmRo1aiAsLEy6nTlzRnps/Pjx2Lt3L/z8/BAQEIDnz5/j448/ljEtEemC33//HY8fPwYAdOjQAW3atJE5Ue4UCgV8fX2l6QMHDsgXhkgHyV7IGBkZwdnZWbo5ODgAAGJiYrB69WrMnz8frVq1gpeXF9auXYtz587hwoULMqcmIm314sULqYnGwMBA1pPfqeujjz6S7u/fv1/GJES6R/ZC5t69e3B1dUX58uXRt29f6VdUYGAgUlNTVX5JVa1aFe7u7jh//nyu60tOTkZsbKzKjYiKj59++kn6ux88eDBq1qwpc6K81apVC2XKlAGQMdIqISFB5kREukPWQqZBgwZYt24dDh06hOXLlyM0NBRNmzZFXFwcwsPDYWJiAjs7O5XnODk5ITw8PNd1zpw5E7a2ttLNzc2tkLeCiLRFcHAwVqxYAQCwsLDATz/9JHMi9SgUCumoTHJyMk6ePClzIiLdIWsh06FDB/To0QO1atWCj48PDhw4gOjoaGzdujXf6/zmm28QExMj3Z48eVKAiYlIm3377bdIS0sDAEyePBkuLi4yJ1Jfx44dpftsXiJSn+xNS1nZ2dmhcuXKuH//PpydnZGSkoLo6GiVZSIiIuDs7JzrOkxNTWFjY6NyIyL9d+/ePezcuRMA4OzsjIkTJ8qcSDOtWrWCiYkJgIxChpcsIFKPVhUy8fHxCAkJgYuLC7y8vGBsbIzjx49LjwcHB+Px48fw9vaWMSURaaPff/9d+vIfP348rKysZE6kGSsrK7Ro0QIA8OTJE9y6dUveQEQ6QtZCZtKkSQgICMDDhw9x7tw5dOvWDYaGhujTpw9sbW0xZMgQTJgwASdPnkRgYCAGDRoEb29vNGzYUM7YRKRloqOjsXbtWgAZfWOGDh0qc6L8ydq8xGHYROqRtZB5+vQp+vTpgypVqqBnz54oWbIkLly4gFKlSgEAFixYgE6dOqF79+5o1qwZnJ2dsWPHDjkjE5EW+vPPP6WRPgMGDIC9vb3MifKHw7CJNKcQet4QGxsbC1tbW8TExLC/DJEeSktLQ4UKFaRTNwQFBaFKlSoyp8q/KlWq4L///oOhoSFevHiBEiVKyB2JSBbqfn9rVR8ZIiJN7dq1SypiPvroI50uYoD/NS+lp6fj8OHDMqch0n4sZIhIpy1YsEC6P378eBmTFAz2kyHSDAsZItJZly5dwrlz5wBkXLetdevWMid6f02bNpVGXB08eBDp6ekyJyLSbixkiEhnLVy4ULo/btw4KBQK+cIUEBMTE7Rt2xYA8PLlS1y+fFnmRETajYUMEemkp0+fws/PDwDg4OCAvn37ypyo4LB5iUh9LGSISCctW7ZMuhzBl19+CXNzc5kTFRwOwyZSHwsZItI5b968wcqVKwEAxsbGGDFihMyJCpaLiwvq1q0LALhy5QrCwsJkTkSkvVjIEJHO2bBhA6KiogAAvXv31qmLQ6or61EZNi8R5Y6FDBHpFKVSma2Trz5iPxki9bCQISKdcuTIEQQFBQEAmjVrJjXB6JsPP/wQDg4OAICjR48iJSVF5kRE2omFDBHplOJwNAYADA0N0aFDBwBAXFwcTp8+LXMiIu3EQoaIdMadO3ek0/aXK1cOXbp0kTlR4eLoJaK8sZAhIp2xaNEi6f6YMWNgaGgoY5rC5+PjI20j+8kQ5YyFDBHphFevXuGvv/4CAFhbW2Pw4MEyJyp8JUqUQKNGjQAAwcHBCAkJkTkRkfZhIUNEOmHVqlVISkoCAAwZMgQ2NjYyJyoabF4iejcWMkSk9VJTU7FkyRIAgEKhwOjRo2VOVHQ4DJvo3VjIEJHWO3jwIJ4/fw4A6Nq1K8qXLy9zoqJTs2ZNuLm5AQD8/f2RkJAgcyIi7cJChoi03po1a6T7w4YNkzFJ0VMoFNJRmeTkZBw/flzmRETahYUMEWm1iIgIqW+Iq6sr2rVrJ3Oiosd+MkS5YyFDRFpt48aN0lWuBwwYoPdDrnPSqlUrmJqaAsjoJyOEkDkRkfZgIUNEWksIodKsNHDgQPnCyMjS0hItWrQAADx9+pTDsImyYCFDRFrr8uXLuHPnDgCgSZMmqFy5ssyJ5OPt7S3dv3r1qoxJiLQLCxki0lpZj8YUhxPgvcsHH3wg3WchQ/Q/LGSISCu9efMGmzdvBpDRtNKjRw+ZE8mLhQxRzljIEJFW2rlzJ2JjYwEAPXv2hJWVlcyJ5FWmTBmULFkSAAsZoqxYyBCRVsrarDRo0CAZk2gHhUIhHZWJiIhAWFiYzImItAMLGSLSOg8fPsSJEycAABUrVkSTJk1kTqQd2LxElB0LGSLSOuvWrZPuDx48GAqFQr4wWoSFDFF2LGSISKsolUqpkDEwMED//v3lDaRFWMgQZcdChoi0ysmTJ/Ho0SMAgI+PD0qXLi1zIu1RqVIlWFhYAGAhQ5SJhQwRaRV28s2doaEhateuDQB48OABYmJiZE5EJD8WMkSkNaKjo7Fjxw4AgL29Pbp06SJzIu2TtXnp2rVr8gUh0hIsZIhIa2zZsgVJSUkAgM8++0y6UCL9D/vJEKliIUNEWoPNSnljIUOkioUMEWmFW7du4fLlywAyvqzr1KkjbyAtVbNmTRgZGQFgIUMEsJAhIi2xdu1a6T6PxuTO1NQU1atXBwDcuXNHaoojKq5YyBCR7FJTU7FhwwYAgImJCT799FOZE2m3zOal9PR03Lp1S+Y0RPJiIUNEstu/fz9evHgBAPD19ZUujkg5Yz8Zov9hIUNEsmMnX82wkCH6HxYyRCSr8PBwHDhwAABQunRptG3bVuZE2i/zpHgACxkiFjJEJKstW7YgPT0dADBgwAAYGhrKnEj72draonz58gCAGzduSPuPqDhiIUNEstq8ebN0/7PPPpMxiW7JbF568+YN/vvvP5nTEMmHhQwRyeb+/fu4dOkSgIzmkmrVqsmcSHewnwxRBhYyRCSbLVu2SPf79OkjYxLdw0KGKAMLGSKShRBCpVmpd+/eMqbRPSxkiDKwkCEiWdy8eRN37twBADRu3BgeHh4yJ9ItLi4ucHJyApBRyAghZE5EJA8WMkQki6xHY9islD+ZR2WioqLw5MkTmdMQyYOFDBEVuazNSoaGhujRo4fMiXQTm5eIWMgQkQzOnz+PR48eAQBat24NR0dHmRPpJhYyRCxkiEgGWZuVeIHI/GMhQ8RChoiKWFpaGrZu3QoAMDU1Rbdu3WROpLvKly8Pa2trACxkqPjSmkJm1qxZUCgUGDdunDQvKSkJI0eORMmSJWFlZYXu3bsjIiJCvpBE9N5OnjyJyMhIAEDHjh1hY2MjcyLdZWBggDp16gAAnjx5glevXskbiEgGWlHIXL58GStXrkStWrVU5o8fPx579+6Fn58fAgIC8Pz5c3z88ccypSSigrBp0ybpPkcrvT82L1FxJ3shEx8fj759++KPP/5AiRIlpPkxMTFYvXo15s+fj1atWsHLywtr167FuXPncOHCBRkTE1F+JSUlYceOHQAAa2trdOzYUeZEuo+FDBV3shcyI0eORMeOHdGmTRuV+YGBgUhNTVWZX7VqVbi7u+P8+fO5ri85ORmxsbEqNyLSDgcPHpT+Jrt16wZzc3OZE+k+FjJU3BnJ+eJbtmzBlStXcPny5WyPhYeHw8TEBHZ2dirznZycEB4enus6Z86cienTpxd0VCIqADwJXsGrXr06TExMkJKSwkKGiiXZjsg8efIEY8eOxd9//w0zM7MCW+8333yDmJgY6cazXRJph9jYWOzduxcA4ODggNatW8ucSD8YGxujZs2aAIDg4GAkJCTInIioaMlWyAQGBiIyMhJ169aFkZERjIyMEBAQgN9//x1GRkZwcnJCSkoKoqOjVZ4XEREBZ2fnXNdramoKGxsblRsRyW/37t1ISkoCAPTo0QPGxsYyJ9Ifmc1LQgjcuHFD5jRERUu2QqZ169a4efMmrl27Jt3q1auHvn37SveNjY1x/Phx6TnBwcF4/PgxvL295YpNRPnEk+AVHvaToeJMtj4y1tbW0uHQTJaWlihZsqQ0f8iQIZgwYQLs7e1hY2OD0aNHw9vbGw0bNpQjMhHl08uXL3H06FEAgJubGxo1aiRzIv3CQoaKM1k7++ZlwYIFMDAwQPfu3ZGcnAwfHx8sW7ZM7lhEpKFt27YhLS0NANC7d28YGMg+YFKv1KpVCwqFAkIIFjJU7CiEEELuEIUpNjYWtra2iImJYX8ZIpk0a9YMp0+fBgBcuXJF5QgCFYyqVasiODgYJiYmiI+PZx8k0nnqfn/zZxERFaonT55IRUzVqlWlU+pTwcosDlNSUnD37l2Z0xAVHRYyRFSo/vnnH+l+nz59oFAoZEyjv9hPhoqrfBUyGzZsQOPGjeHq6opHjx4BABYuXIjdu3cXaDgi0n08CV7RYCFDcrh//z4GDRokawaNC5nly5djwoQJ+OijjxAdHY309HQAgJ2dHRYuXFjQ+YhIhwUHB+PKlSsAAC8vL1SqVEnmRPqLhQwVtVevXqFu3bpYt24d6tWrJ3XoL2oaFzKLFy/GH3/8ge+++w6GhobS/Hr16uHmzZsFGo6IdFvWZiWeO6ZwOTg4oEyZMgCAa9euQalUypyI9FlycjJq1qyJuLg4ABnF861bt2TJonEhExoamuOIA1NTU54am4hUbNu2Tbrfo0cPGZMUD5n/N8fGxiI0NFTmNKSvlEol6tatq3Ldww0bNsjWkV/jQqZcuXK4du1atvmHDh1CtWrVCiITEemB4OBg6Shtw4YN4ebmJnMi/Zf1RyYvVUCFpW3btrhz5440PXPmTFmPuGp8QrwJEyZg5MiRSEpKghACly5dwubNmzFz5kz8+eefhZGRiHTQ9u3bpfuffPKJjEmKj6pVq0r37927J2MS0leDBg3CiRMnpOkvv/wSU6ZMkTFRPgqZoUOHwtzcHN9//z3evHmDTz/9FK6urli0aBF69+5dGBmJSAdlbVbq3r27jEmKj6ydqVnIUEGbNm0a1q1bJ01/9NFHWL58uXyB/t97ndn3zZs3iI+Ph6OjY0FmKlA8sy9R0QsJCUHFihUBZAwEuHz5ssyJioeYmBjY2dkBAJo3bw5/f39Z85D+WL16NYYOHSpN16lTB4GBgYV6uZFCO7Nvq1atEB0dDQCwsLCQipjY2Fi0atUqf2mJSK+wWUketra2KFWqFAAekaGCc+TIEXz++efSdJkyZXDp0iWtuWaaxin8/f2RkpKSbX5SUpJ0GnIiKt7YrCSfzOal58+fcyQpvbebN2+iY8eOyGy8sbOzw61bt7TqWl5q95HJ2gP+zp07KsOu0tPTcejQIZQuXbpg0xGRznn06JHUlFSnTh2piYmKRqVKlXDu3DkAGWddrV27tsyJSFc9e/YMDRo0kE50Z2ZmhmvXrsHW1lbmZKrULmTq1KkDhUIBhUKRYxOSubk5Fi9eXKDhiEj3sFlJXm93+GUhQ/mRkJCA2rVrIzExEQBgaGiI06dPw8PDQ+Zk2aldyISGhkIIgfLly+PSpUtSOywAmJiYwNHRUeVMv0RUPGVtVmIhU/Q4conel1KpRO3atfHq1SsAgEKhwI4dO1CvXj2Zk+VM7UImswrjaa+JKDdPnz7F+fPnAQA1a9ZElSpVZE5U/LCQoffVqlUrhISESNNLlixBly5dZEz0bhqfRybTnTt38Pjx42wdf7V5Y4mocO3YsUO6z6Mx8sjaJ4mFDGlq8ODBCAgIkKYnTJiAESNGyJgobxoXMg8ePEC3bt1w8+ZNKBQKqSezQqEAAOlq2ERU/LBZSX7W1tZwdnZGeHg4CxnSyMyZM7F27VppukuXLpg3b56MidSj8fDrsWPHoly5coiMjISFhQVu376NU6dOoV69ejz5ElExFhYWhjNnzgDIOFV+9erVZU5UfGU2L0VERCA2NlbmNKQLtm7dim+//Vaarl27Nnbt2iVfIA1oXMicP38eP/30ExwcHGBgYAADAwM0adIEM2fOxJgxYwojIxHpgJ07d0pHaD/55BPpKC0Vvaz9ZO7fvy9jEtIFFy9eRJ8+faRpFxcXXLp0SWf+hjUuZNLT02FtbQ0AcHBwwPPnzwFkdAYODg4u2HREpDPYrKQ9WMiQuh49eoTmzZtLA3ksLS1x48YNmJiYyJxMfRr3kalZsyauX7+OcuXKoUGDBpg9ezZMTEywatUqlC9fvjAyEpGWi4yMlDoIVqxYEbVq1ZI5UfHGDr+kjvj4eHzwwQdITk4GABgZGeHSpUtwcHCQOZlmNC5kvv/+e+m01z/99BM6deqEpk2bomTJkvjnn38KPCARab9du3ZJv+jYrCQ/DsGmvGSeK+b169cAMgbsHDhwQCf7tmlcyPj4+Ej3K1asiKCgIERFRaFEiRL8z4uomGKzknbhERnKS4sWLfDgwQNpevny5Wjbtq2MifJPoz4yqampMDIywq1bt1Tm29vbs4ghKqZevXqFEydOAADKli2LunXrypyILC0t4erqCoCFDGU3ZMgQlYs8T5o0CV988YWMid6PRoWMsbEx3N3dea4YIpLs3r1b+j+BzUraI7N56cWLF4iJiZE5DWmLefPmYc2aNdJ0165dMWfOHBkTvT+NRy199913+PbbbxEVFVUYeYhIx7BZSTuxnwy9bf/+/Zg0aZI07enpiZ07d8qYqGBo3EdmyZIluH//PlxdXeHh4QFLS0uVx69cuVJg4YhIu71+/RrHjh0DALi5uaF+/foyJ6JMbxcy2nrBPyoad+7cga+vrzRdqlQpXL58WS+OoGpcyGTdEURUvO3duxepqakAgO7du+vFf4r6gkdkKFN0dDQaNmyItLQ0AICZmRmuX78OU1NTmZMVDI0LmalTpxZGDiLSQWxW0l4sZAjIOIlt7dq1ERcXBwAwMDBAQEAAXFxcZE5WcDTuI0NEBACxsbE4fPgwgIxTmnt7e8uciLKqUKGCdJ+FTPHVvHlzPH78WJr+66+/9K4JmIUMEeXLvn37kJKSAiCjWcnAgP+daBNzc3O4ubkBYCFTXA0dOhRnz56Vpr/99lv07dtXxkSFg//zEFG+bN++XbrPZiXtlNm8FBUVxZGmxczChQuxevVqadrX1xe//PKLjIkKDwsZItJYYmIiDh06BCBj9EOTJk1kTkQ5YT+Z4ungwYOYMGGCNF2zZk2VHx76hoUMEWns6NGjePPmDQCgS5cuMDQ0lDkR5YSFTPETHByMLl26QAgBAHBwcMDly5f1uulX41FLWau8rBQKBczMzFCxYkV07doV9vb27x2OiLTTrl27pPvdunWTLwi9EwuZ4iUuLg7169dXGWZ97do1mJmZyZyscGlcyFy9ehVXrlxBeno6qlSpAgD477//YGhoiKpVq2LZsmWYOHEizpw5o5NX0SSid0tLS8OePXsAZFzTp3Xr1jInotywkCk+lEolvLy8EBsbCyBjmPXJkydRunRpmZMVPo2PNXXt2hVt2rTB8+fPERgYiMDAQDx9+hRt27ZFnz598OzZMzRr1gzjx48vjLxEJLOzZ8/i1atXAIAOHTro/a89XVa+fHmpSYGFjH7r2rWrynv8559/omHDhjImKjoaFzJz5szBjBkzYGNjI82ztbXFtGnTMHv2bFhYWODHH39EYGBggQYlIu3AZiXdYWpqCnd3dwAZhUxmvwnSLz/++CP27dsnTY8ZMwaDBg2SMVHR0riQiYmJQWRkZLb5L168kA5p2dnZSeeXICL9IYSQChkjIyN89NFH8gaiPGU2L8XExEhH0kh/bN++HTNmzJCmmzVrhkWLFsmYqOjlq2lp8ODB2LlzJ54+fYqnT59i586dGDJkiHQdpkuXLqFy5coFnZWIZHb9+nU8fPgQANCyZUvY2dnJmofyxn4y+uvOnTvo1auXNF2mTBmcOHFCxkTy0Liz78qVKzF+/Hj07t1b6hltZGSEAQMGYMGCBQCAqlWr4s8//yzYpEQkOzYr6Z6KFStK9+/du8dLSeiJ2NhYNGzYEOnp6QAACwsLXL16tVieCkHjQsbKygp//PEHFixYgAcPHgDI6FBmZWUlLVOnTp0CC0hE2iNrIdOlSxf5gpDaeERG/yiVStStW1flQpCnTp2Cg4ODzMnkoXEhk8nKygq1atUqyCxEpMVCQ0Nx/fp1AED9+vWLxbBOfcBCRv907twZISEh0vTatWvh5eUlYyJ5aVzIJCQkYNasWTh+/DgiIyOhVCpVHs88SkNE+oXNSrqpXLlyMDAwgFKpZCGjB7777jscOHBAmh4/fjz69+8vYyL5aVzIDB06FAEBAejXrx9cXFygUCgKIxcRaZmshUxmx37SfiYmJihbtiwePHggDcHm/9u6adu2bfj111+l6ZYtW2L+/PkyJtIOGhcyBw8exP79+9G4cePCyENEWujFixc4c+YMAKBKlSqoWrWqzIlIE5UqVcKDBw8QFxeHyMhIODk5yR2JNBQUFITevXtL0+7u7jh27JiMibSHxsOvS5QowesoERUze/fulZqReTRG97CfjG578+aNygglS0tLXL16Va8vBKkJjffCjBkz8OOPP0pXviUi/cf+MbqNhYxua9iwIWJiYgBkjFAKCAjgAYUsNG5amjdvHkJCQuDk5ISyZcvC2NhY5fErV64UWDgikl98fDyOHDkCAHBxccGHH34ocyLSFAsZ3dW/f3/cvHlTml65cmWxHqGUE40LmYI8rLx8+XIsX75cOlNojRo18OOPP6JDhw4AgKSkJEycOBFbtmxBcnIyfHx8sGzZMrbvEhWhw4cPIzk5GUDGmb15OFv3sJDRTcuXL8eGDRuk6cGDB2Po0KEyJtJOCiHjVcT27t0LQ0NDVKpUCUIIrF+/HnPmzMHVq1dRo0YNDB8+HPv378e6detga2uLUaNGwcDAAGfPnlX7NWJjY2Fra4uYmBiVC10SkXr69euHjRs3Asgoatq1aydzItJUWloazM3NkZaWhtq1a+PatWtyR6I8XLp0Cd7e3lLftDp16uDq1asypypa6n5/y1rI5MTe3h5z5szBJ598glKlSmHTpk345JNPAGT02q5WrRrOnz+v9uXJWcgQ5V9qaiocHR0RHR0NGxsbvHjxAiYmJnLHonyoXLky7t27B0tLS8TFxXEIthZ79eoV3N3dpb6oJUqUwLNnz2Bubi5zsqKl7ve3WseI7e3t8fLlSwD/G7WU2y2/0tPTsWXLFiQkJMDb2xuBgYFITU1FmzZtpGWqVq0Kd3d3nD9/Ptf1JCcnIzY2VuVGRPkTEBCA6OhoAEDHjh1ZxOiwzOalhIQEhIWFyZyGcqNUKlGvXj2piDEyMsLFixeLXRGjCbX6yCxYsADW1tYAgIULFxZogJs3b8Lb2xtJSUmwsrLCzp07Ub16dVy7dg0mJibZrq7r5OSE8PDwXNc3c+ZMTJ8+vUAzEhVXHK2kP97uJ+Pq6ipjGspNly5dpH6jAPDPP/+ovHeUnVqFzIABAwBktLMqFAr4+PgUWIfbKlWq4Nq1a4iJicG2bdswYMAABAQE5Ht933zzDSZMmCBNx8bGws3NrSCiEhUrQgipkDExMUH79u3lDUTv5e1Cpnnz5jKmoZz88ssv2L9/vzT91Vdf4eOPP5YxkW7QaNSSkZERvvzyS9y9e7fAApiYmEiXmffy8sLly5exaNEi9OrVCykpKYiOjlY5KhMREQFnZ+dc12dqagpTU9MCy0dUXAUGBuLZs2cAgDZt2khHZUk3ceSSdjty5Ai+//57abp58+aYPXu2jIl0h8bjKOvXr1+oPaeVSiWSk5Ph5eUFY2NjHD9+XHosODgYjx8/hre3d6G9PhFl2Llzp3SfzUq6j4WM9nr27Bk6d+4sTbu4uPDyAxrQ+DwyI0aMwMSJE/H06VN4eXnB0tJS5fFatWqpva5vvvkGHTp0gLu7O+Li4rBp0yb4+/vj8OHDsLW1xZAhQzBhwgTY29vDxsYGo0ePhre3t9ojlogo/zKblRQKhcp/sqSb3N3dYWJigpSUFNy/f1/uOPT/lEol6tevj5SUFAAZrQqBgYEwMtL467nY0nhPZV60asyYMdI8hUIhXVE181oQ6oiMjET//v0RFhYGW1tb1KpVC4cPH0bbtm0BZHQyNjAwQPfu3VVOiEdEheu///7DnTt3AACNGjXiSSj1gKGhIcqXL4+goCDcv38fSqWSJzfUAh07dsTz58+l6f3798PFxUXGRLpH40ImNDS0wF589erV73zczMwMS5cuxdKlSwvsNYkob1lHK/EikfqjUqVKCAoKQmJiIp4/f44yZcrIHalYmzVrFg4dOiRNT506Fa1bt5YxkW7SuJDx8PAojBxEpEVYyOinzIEVQEY/GRYy8jlz5gy+/fZbabpFixaYNm2afIF0mFqFzJ49e9ChQwcYGxtjz54971y2S5cuBRKMiOQRERGBCxcuAMi4/lnWLz/SbW93+G3ZsqWMaYqvqKgotGvXDpkn1nd0dMTRo0dlTqW71CpkfH19ER4eDkdHx3f+OtO0jwwRaZ99+/ZJ/8F27dpV5jRUkDhySX6ZnXsTExMBAMbGxrh48SI7974HtfZc5kWr3r5PRPon61FXFjL6hYWM/Pr27YuQkBBpevPmzShbtqx8gfSAxtdaGjx4MOLi4go1FBHJ482bN9IhbmdnZ9SrV0/mRFSQ3NzcpBOGspApeqtWrcKWLVuk6dGjR6N79+4yJtIPahUyKSkp0sUX169fj6SkpEINRUTyOHbsmHTIu3Pnzhyeq2cMDAxQoUIFAEBISAiPsBeh69evY/jw4dK0l5cXfv/9dxkT6Q+1mpa8vb3h6+sLLy8vCCEwZsyYXK/EuWbNmgINSERFh81K+q9SpUq4c+cOkpOT8eTJE45ELQIJCQlo1qyZVDja2tri9OnTMqfSH2oVMhs3bsSCBQsQEhIChUKBmJgYHpUh0jNKpRJ79+4FAFhYWKBVq1YyJ6LC8HY/GRYyha9x48ZSq4ahoSHOnDmT68EA0pxahYyTkxNmzZoFAChXrhw2bNiAkiVLFmowIipaFy9eRGRkJACgXbt2/I9WT71dyLRp00bGNPpv9OjRuH79ujS9atUq1KxZU8ZE+kfWM/sSkfbI2qzE80Hpr6yFTNbRM1Tw9u/fjyVLlkjTffv2xeDBg2VMpJ/Yk4+IAPyvkFEoFOjUqZPMaaiwlCtXTrrPH6aFJyIiQmVEUoUKFfDXX3/JmEh/sZAhIty/f1/lIpGlSpWSOREVljJlysDQ0BAAC5nColQq4e3tjeTkZAAZV7Q+f/48RwEWEu5VImKzUjFiZGQENzc3AMDDhw/lDaOn+vfvr1Ik7tq1iz8OChELGSJiIVPMZDYvvX79GjExMTKn0S9///03/v77b2l63LhxaN++vYyJ9J/Ghcy6detynJ+WloZvvvnmffMQURF79eoVzpw5AwCoXLkyqlatKnMiKmzsJ1M4Hj58iIEDB0rTtWrVwoIFC+QLVExoXMiMGTMGPXr0wOvXr6V5wcHBaNCgATZv3lyg4Yio8B04cEC62CuPxhQPLGQKXnp6Oho2bIi0tDQAgKWlpfQDgQqXxoXM1atX8fTpU3h6euLo0aNYunQp6tati6pVq6qMlSci3cBmpeIn60UKWcgUjC5duiAiIgJAxsi/I0eOwNraWuZUxYPG55GpUKECzp49K7X7GRoaYv369ejTp09h5COiQpScnIxDhw4BAEqWLIlGjRrJnIiKQtYjMuzw+/4WL16MAwcOSNPTp0/n31IRyldn3/3792PLli3w9vaGnZ0dVq9ejefPnxd0NiIqZCdPnkR8fDwAoFOnTtKwXNJvbFoqOLdu3cK4ceOk6SZNmuCHH36QL1AxpHEh88UXX6BHjx74+uuvcfr0ady4cQMmJibw9PTE1q1bCyMjERUSNisVT87OzjA1NQXAQuZ9JCcnq1wMskSJEjh+/LjMqYofjQuZs2fP4uLFi5g4cSIUCgWcnZ1x4MAB/PTTTzz1MpEOEUJIhYypqSnatWsncyIqKgYGBlI/mdDQUAgh5A2ko9q1aycNfDEwMMCpU6dgYmIic6riR+NCJjAwELVr1842f+TIkQgMDCyQUERU+K5evYpnz54BAFq3bg0rKyuZE1FRyixk3rx5gxcvXsgbRgfNmzcPp06dkqYXLVrEi0HKRONCJvNwZE6qVKnyXmGIqOjs3r1bus9mpeKHHX7z7/bt25g8ebI03a5dO4waNUrGRMWbxqOWAGDbtm3YunUrHj9+jJSUFJXHrly5UiDBiKhwZe0f07lzZxmTkBze7vBbv359GdPojrS0NLRo0ULqF2Nvb499+/bJnKp40/iIzO+//45BgwbByckJV69eRf369VGyZEk8ePAAHTp0KIyMRFTAHj9+jGvXrgEAPvzwQ7i6usobiIocRy7lT5cuXfDy5UsAGf1i/P39YWxsLHOq4k3jQmbZsmVYtWoVFi9eDBMTE0yePBlHjx7FmDFjeM0OIh3B0UrEk+JpbtWqVTh48KA0PXPmTHh6esqYiIB8FDKPHz+WTvRjbm6OuLg4AEC/fv14iQIiHcFChthHRjMPHjzAiBEjpOlGjRqp9JMh+WhcyDg7OyMqKgoA4O7ujgsXLgDgED4iXRETEwN/f38AgIeHB39RFlMlS5aURqrxiMy7KZVKNGnSRLommY2NDc8Xo0U0LmRatWol/ZobNGgQxo8fj7Zt26JXr17o1q1bgQckooJ16NAhpKamAgC6du0KhUIhcyKSg0KhkI7KPHr0SOq8Stn17t0bYWFhAP53HSUzMzOZU1EmjUctrVq1SvrAjxw5EiVLlsS5c+fQpUsXfPHFFwUekIgKFpuVKFPZsmVx8+ZNpKSk4Pnz5yhTpozckbTO5s2b4efnJ01/++23aNCggYyJ6G0KoeftQbGxsbC1tUVMTAxsbGzkjkMkq9TUVDg6OiI6Ohq2trZ48eIFR1wUY2PHjsXvv/8OADh16hSaNm0qcyLtEhYWBg8PD+kIZp06dXD16lWZUxUf6n5/5+s8MklJSbhx4wYiIyOzHY7kLzwi7XXmzBlER0cDADp06MAipph7u8MvC5n/EUKgcePGUhFjYWGhciZf0h4aFzKHDh1C//79pXH0WSkUCqkzFBFpn6xn8+3atauMSUgb8Fwyufv8889V9smePXtgbW0tYyLKjcadfUePHo0ePXogLCwMSqVS5cYihkh7Zb1IpJGREdq3by9zIpIbC5mcHTt2DKtXr5amx4wZg9atW8uYiN5F40ImIiICEyZMgJOTU2HkIaJCcvv2benLqnnz5rCzs5M3EMmOJ8XLLiEhQeVoZeXKlbFo0SIZE1FeNC5kPvnkE+kcFESkOzhaid5mY2MDe3t7ACxkMrVt2xZv3rwBABgbG7NfjA7QuI/MkiVL0KNHD5w+fRqenp7ZOguOGTOmwMIRUcFhIUM5KVeuHKKiovD06VOkpqYW6w7gCxcuxPnz56XpP//8k60POkDjQmbz5s3SyYD8/f1VTqalUChYyBBpobCwMFy8eBEAUKtWLZUmBSreypUrh8DAQCiVSjx58gTly5eXO5IsQkJCMGnSJGm6Q4cO6N+/v4yJSF0aFzLfffcdpk+fjilTpsDAQOOWKSKSwb59+6T7PBpDWb3dT6Y4FjJKpRLNmzeXBqzY2dmpjPAj7aZxJZKSkoJevXqxiCHSIWxWotxw5BIwePBgPHv2DMD/LkFQnJvYdI3G1ciAAQPwzz//FEYWIioECQkJOHbsGADAxcUFXl5eMicibVLcr4J9+PBhrF+/Xpr+6quv8OGHH8qYiDSlcdNSeno6Zs+ejcOHD6NWrVrZqtb58+cXWDgien9Hjx5FUlISgIyjMTyaSlkV5yMy8fHx+Pjjj6XpKlWq4LfffpMxEeWHxoXMzZs38cEHHwAAbt26pfIYr6JLpH3YrETv4uHhId0vboVMmzZtpKHWJiYmCAgIkDkR5YfGhczJkycLIwcRFYL09HSpo6+FhQVatWolcyLSNubm5nB2dkZ4eHixKmTmzZsnjeQDgDVr1nCotY7iMWYiPXbx4kW8ePECAODj4wMzMzOZE5E2ymxeCg8PR2JiosxpCt/9+/cxefJkabpjx47o27evjInofbCQIdJjbFYidWTtJ/Po0SMZkxS+zKHWSqUSAGBvb49du3bJG4reCwsZIj2WeS4MAwMDdOzYUeY0pK2KU4ffYcOG4fnz5wD+N9TayEjjXhakRVjIEOmp//77D0FBQQCARo0aoVSpUjInIm1VXC4eefr0aZWrWn/11Vc8HYEeULuQ+fHHHxEYGFiYWYioAO3du1e6z2YlepficEQmJSUFnTp1kqYrVqzIodZ6Qu1C5unTp+jQoQPKlCmD4cOH4+DBg0hJSSnMbET0Htg/htRVHAoZX19fxMbGAgCMjIw4AlePqF3IrFmzBuHh4di8eTOsra0xbtw4ODg4oHv37vjrr78QFRVVmDmJSAMvX77EmTNnAACVK1dGlSpVZE5E2szNzU06UaI+nt33n3/+wcGDB6XpBQsWoEyZMjImooKkUR8ZAwMDNG3aFLNnz0ZwcDAuXryIBg0aYOXKlXB1dUWzZs0wd+5c6ZoVeZk5cyY+/PBDWFtbw9HREb6+vggODlZZJikpCSNHjkTJkiVhZWWF7t27IyIiQpPYRMXOgQMHpFEZXbt2lTkNaTtjY2Ppi13fjshER0djwIAB0nTDhg0xatQoGRNRQXuvzr7VqlXD5MmTcfbsWTx58gQDBgzA6dOnsXnzZrWeHxAQgJEjR+LChQs4evQoUlNT0a5dOyQkJEjLjB8/Hnv37oWfnx8CAgLw/PlzlVNKE1F2bFYiTWU2L0VFRUlNMPqgdevWSE5OBgCYmZnhyJEjMieiAie0SGRkpAAgAgIChBBCREdHC2NjY+Hn5yctc/fuXQFAnD9/Xq11xsTECAAiJiamUDITaZvExERhaWkpAIiSJUuKtLQ0uSORDhg4cKAAIACIa9euyR2nQMydO1faJgBi586dckciDaj7/a1Vw69jYmIAZJygCAACAwORmpqKNm3aSMtUrVoV7u7uOH/+fI7rSE5ORmxsrMqNqDjx9/eXjmp26tQJhoaGMiciXaBvV8F++PAhvv76a2m6a9eu8PX1lS8QFRqtKWSUSiXGjRuHxo0bo2bNmgAyTpdtYmICOzs7lWWdnJwQHh6e43pmzpwJW1tb6ebm5lbY0Ym0SuZJ8AD2jyH16dvIpZYtWyI9PR0AUKJECWzbtk3mRFRYtKaQGTlyJG7duoUtW7a813q++eYbxMTESLcnT54UUEIi7SeEkPrHmJqaom3btjInIl2hTyfFGzt2rMpRpYMHD/LsvXpMK97ZUaNGYd++fTh16pTKkDhnZ2ekpKQgOjpa5ahMREQEnJ2dc1yXqakpTE1NCzsykVa6cuWKdPr11q1bw8rKSuZEpCv05YjM5cuXsXjxYml65MiRaNCggYyJqLDlq5C5d+8eTp48icjISGmIZ6Yff/xR7fUIITB69Gjs3LkT/v7+Kn9IAODl5QVjY2McP34c3bt3BwAEBwfj8ePH8Pb2zk90Ir3G0UqUX66urjAxMUFKSorOFjLp6elo3749hBAAAHd3d5WihvSTxoXMH3/8geHDh8PBwQHOzs5QKBTSYwqFQqNCZuTIkdi0aRN2794Na2trqd+Lra0tzM3NYWtriyFDhmDChAmwt7eHjY0NRo8eDW9vbzRs2FDT6ER6L2v/mM6dO8uYhHSNgYEBPDw8cO/ePTx8+BBCCJX/33VB7969pZOzGhgY4OTJkzq3DZQPmg6Hcnd3F7NmzcrXUKq3IcuwuKy3tWvXSsskJiaKESNGiBIlSggLCwvRrVs3ERYWpvZrcPg1FRcPHz6U/oY+/PBDueOQDmrbtq30GXrx4oXccTRy4MABle+RmTNnyh2J3pO6398aH5F5/fo1evToUVBFVJ7LmJmZYenSpVi6dGmBvCaRvuLRGHpfb/eTcXBwkDGN+hITE1W+l2rVqoUpU6bImIiKksajlnr06MEzIxJpoe3bt0v3efZryg9d7fDbsWNH6dxJmf0qqfjQ+IhMxYoV8cMPP+DChQvw9PSEsbGxyuNjxowpsHBEpJ6IiAicPn0aQMZFIqtXry5zItJFuljI/PXXXypXsl65cqXOHEmigqFxIbNq1SpYWVkhICAAAQEBKo8pFAoWMkQy2LNnj9RU+/HHH7ODI+VL1nPJ6MLZfaOiovD5559L082aNcOgQYNkTERy0LiQ0ZUqnag42bFjh3Q/81QFRJrStSMyrVu3RkpKCgDAwsICBw8elDkRyUFrzuxLRPkTHR0t9Qlwc3ODl5eXzIlIV5UqVQoWFhYAtL+QmTt3Lq5duyZN//PPP1J2Kl7UOiIzYcIEzJgxA5aWlpgwYcI7l50/f36BBCMi9ezfvx+pqakA2KxE70ehUKBcuXK4ffs2Hj58CKVSCQMD7fu9++jRI5VRSd26dUOnTp1kTERyUquQuXr1qvQf5dWrV3Ndjv+BEhU9jlaigpRZyKSkpCA8PByurq5yR8qmVatWKheE3Lp1q8yJSE5qFTJZe4RnvU9E8kpISMChQ4cAAI6OjmjcuLHMiUjXvX3xSG0rZL766is8ePBAmj5w4AAvCFnMad8xQyJS2+HDh5GYmAgA8PX1haGhocyJSNdpc4ff69evY968edL0F198wcvVkPqjlgYPHqzWcmvWrMl3GCLSTNbRSmxWooKgrYWMUqlEu3btpNMMuLq6YtmyZTKnIm2gdiGzbt06eHh44IMPPlDr0gJEVLhSUlKwd+9eABkXWm3ZsqXMiUgfaGsh069fP0RGRgLIuCDk8ePHtbIjMhU9tQuZ4cOHY/PmzQgNDcWgQYPw2Wefwd7evjCzEdE7nDhxArGxsQAyrq1kYmIicyLSB9p4UryDBw9i06ZN0vT333+PqlWrypiItIna5ezSpUsRFhaGyZMnY+/evXBzc0PPnj1x+PBhHqEhkgFHK1FhsLOzg52dHQDtOCITHx+PTz75RJquUaMGpk+fLmMi0jYKkc8q5NGjR1i3bh3++usvpKWl4fbt27CysirofO8tNjYWtra2iImJgY2NjdxxiApEeno6nJ2d8fLlS1hYWODFixc8GRgVmLp16+Lq1aswNDREUlKSrKOCvL29ceHCBQCAiYkJnj17xmspFRPqfn/nu4HRwMAACoUCQghpPD8RFY0zZ87g5cuXAIAOHTqwiKECldlPJj09HU+ePJEtx6JFi6QiBgDWrl3LIoay0aiQSU5OxubNm9G2bVtUrlwZN2/exJIlS/D48WOtPBpDpK84WokKkzZ0+H348CEmTpwoTXfo0AGffvqpLFlIu6l9vHDEiBHYsmUL3NzcMHjwYGzevJmVMZEMhBBSIWNsbIyOHTvKnIj0jdwdfoUQaN68uXS0387ODrt37y7yHKQb1C5kVqxYAXd3d5QvXx4BAQEICAjIcbmsvxSJqOD9+++/ePr0KQCgTZs2sLW1lTkR6Ru5j8gMHz4cjx8/BpBx6ZtDhw7B2Ni4yHOQblC7kOnfvz+vpUSkBbKOVurevbuMSUhfZS1ksl4OoCicPn0aK1eulKbHjh2LBg0aFGkG0i35HrWkKzhqifSJEAKVK1fG/fv3YWBggPDwcJQqVUruWKRnEhMTYWdnh5SUFDg7O+Pp06dFcvmLpKQkODo6Ii4uDgBQvnx5hISEFPrrknYq9FFLRFT0bt++jfv37wMAmjVrxiKGCoW5uTk++ugjAEB4eHiuXQkKWseOHaUixsjIqMhel3QbCxkiHcLRSlRU+vTpI93fsmVLob/e6tWrceLECWl6yZIlKFOmTKG/Luk+Ni0R6ZA6derg+vXrAIAnT57wP3oqNAkJCXByckJCQgLs7e0RFhZWaJfBCAsLg7u7O9LS0gBkHG3k0Rhi0xKRngkJCZGKmAYNGrCIoUJlaWmJLl26AACioqJw9OjRQnkdpVKJhg0bSkWMpaUlDh06VCivRfqJhQyRjmCzEhW1omhe6tWrlzTUGgB2794Nc3PzQnkt0k8sZIh0RNZCplu3bjImoeKiXbt20gUkd+3ahcTExAJd/x9//IFt27ZJ01999RVat25doK9B+o+FDJEOePbsmXTNGU9PT1SqVEnmRFQcmJqaSkf/4uPjceDAgQJb9507dzB8+HBpul69epg9e3aBrZ+KDxYyRDpg586d0n02K1FRytq8tHnz5gJZZ0pKCpo0aSJdgsDGxganTp0qkHVT8cNChkgHbNy4Ubr/ySefyJiEipsWLVrA0dERALB//37Exsa+9zpbtWqF169fAwAMDAxw6tQp9ouhfGMhQ6Tl/vvvP1y8eBEAULt2bdSsWVPmRFScGBkZoUePHgAyzry7Z8+e91rfjz/+iLNnz0rTCxcuRO3atd9rnVS8sZAh0nJ///23dP+zzz6TMQkVVwXVvBQQEICff/5Zmu7UqRNGjx79XtmIeEI8Ii0mhEDFihXx4MEDGBgY4MmTJ3B1dZU7FhUzSqUSZcuWxZMnT2BkZITw8HCULFlSo3W8fv0apUuXlkY+ubq64smTJzAw4O9pyhlPiEekB86dOyddfbh169YsYkgWBgYG6NWrFwAgLS1N5VQA6vL29paKGGNjY1y4cIFFDBUIfoqItNiGDRuk+/369ZMxCRV379O8NHjwYAQHB6s8383NrcCyUfHGpiUiLZWcnAwXFxe8fv0aFhYWiIiIgJWVldyxqJgSQqBKlSq4d+8eFAoFnj17BhcXlzyft3nzZnz66afS9Jdffonly5cXZlTSE2xaItJxBw4ckIaoduvWjUUMyUqhUKB3794AMooaPz+/PJ9z+vRplQ7qNWrUYBFDBY6FDJGWYrMSaZvMQgbIu3kpKCgIrVu3hlKpBABYWVnh3LlzhZqPiicWMkRaKCoqCvv27QMAODs78/ozpBWqV6+OWrVqAQAuXLiA0NDQHJeLiIhAvXr1kJqaCgAwMTFBYGAgm/epULCQIdJCW7dulb4EPv30UxgZGcmciChD1qMyW7duzfZ4QkICatasiYSEBAAZI55OnjyJypUrF1lGKl5YyBBpITYrkbbKWshs2bJF5bH09HTUqlULL1++lOZt3boVjRo1KrJ8VPywkCHSMiEhIVJfgho1avD07aRVypUrhwYNGgAArl27hqCgIOmxRo0aSec9AoDff/8d3bt3L/KMVLywkCHSMlkvSdCvXz8oFAoZ0xBll9NRGV9fX1y6dEmaP3nyZF5+gIoEzyNDpEWEEKhcuTLu378PhUKBx48fo0yZMnLHIlLx/PlzlClTRjq3TOvWrbFs2TLp8U8//VSlICfKD3W/v9mDkEiLXLx4Effv3wcAtGzZkkUMaSVXV1c0b94c/v7+CA4OVjlrb/PmzVnEUJFi0xKRFsnayZdXuiZtlrV5KVO1atVw4sQJGdJQccamJSItkZKSAhcXF0RFRcHMzAwRERH8zJLWevHiBRwdHaVpFxcXhIaGwtTUVMZUpE94iQIiHXPo0CFERUUByOg4ySKGtFl4eLh038rKCrdv32YRQ7JgIUOkJXjuGNIlWc8hM3PmTJQoUULGNFScsWmJSAtER0fD2dkZycnJKFWqFJ4/f86z+ZLWEkKgUqVKCAkJgYGBAZ4/fw4nJye5Y5GeYdMSkQ7x8/NDcnIyAKBPnz4sYkirBQYGIiQkBEDG6DoWMSQnWQuZU6dOoXPnznB1dYVCocCuXbtUHhdC4Mcff4SLiwvMzc3Rpk0b3Lt3T56wRIWIzUqkS7I2K+U0eomoKMlayCQkJKB27dpYunRpjo/Pnj0bv//+O1asWIGLFy/C0tISPj4+SEpKKuKkRIXn4cOHOH36NACgatWq8PLykjkRUe6USiX++ecfAICRkRE+/vhjmRNRcSfr8esOHTqgQ4cOOT4mhMDChQvx/fffo2vXrgCAv/76C05OTti1axd/BZDe4CUJSJecO3cOT58+BQD4+PjA3t5e5kRU3GltH5nQ0FCEh4ejTZs20jxbW1s0aNAA58+fz/V5ycnJiI2NVbkRaavU1FSsWLFCmu7bt6+MaYjyxmYl0jZaW8hknqPg7U5kTk5OKucveNvMmTNha2sr3dzc3Ao1J9H78PPzk37ddurUCR4eHjInIspdWloa/Pz8AABmZmbo0qWLzImItLiQya9vvvkGMTEx0u3JkydyRyLKkRAC8+bNk6YnTZokYxqivPn7+yMyMhIA0LFjR57SgrSC1hYyzs7OAICIiAiV+REREdJjOTE1NYWNjY3KjUgb+fv748qVKwAALy8vNGvWTOZERO+WtVmpV69eMiYh+h+tLWTKlSsHZ2dnHD9+XJoXGxuLixcvwtvbW8ZkRAXj7aMx7ORL2iwlJQU7duwAAFhaWqJjx44yJyLKIOuopfj4eNy/f1+aDg0NxbVr12Bvbw93d3eMGzcOP//8MypVqoRy5crhhx9+gKurK3x9feULTVQA7t69i/379wMA3N3d8cknn8iciOjdjh49itevXwMAunbtCgsLC5kTEWWQtZD5999/0bJlS2l6woQJAIABAwZg3bp1mDx5MhISEjBs2DBER0ejSZMmOHToEMzMzOSKTFQg5s+fL90fO3Ysz+RLWo+jlUhb8VpLREUsIiIC7u7uSElJgY2NDZ48ecLPJmm1xMREODo6Ij4+HnZ2dggPD+eVrqnQ8VpLRFpq6dKlSElJAQAMGzaMRQxpvQMHDiA+Ph4A8PHHH7OIIa3CQoaoCL158wbLli0DkHF69zFjxsiciChvbFYibcZChqgIrV+/Hq9evQKQMXyVJ2wkbRcXF4d9+/YBAEqVKqXSr5FIG7CQISoi6enpWLBggTQ9ceJEGdMQqWfPnj3ShXp79OjBjumkdVjIEBWRvXv34t69ewCAVq1a4YMPPpA5EVHeMq90DfAkeKSdWMgQFRFejoB0zevXr3Ho0CEAgKurK5o0aSJzIqLsWMgQFYGLFy/izJkzAIDq1aujffv2MiciytvOnTuRmpoKIONojIEBvzJI+/BTSVQEsh6NmThxIi9HQDqBo5VIF/CEeESFLDQ0FBUrVoRSqYSTkxMePXrE83CQ1ouMjISLiwuUSiXKlSuHkJAQFuBUpHhCPCItsXDhQiiVSgDA6NGjWcSQTti2bZv0ue3duzeLGNJaLGSICtHr16+xevVqAIC5uTm+/PJLmRMRqYfNSqQrWMgQFaKVK1ciISEBADBo0CCULFlS5kREebtx4wZOnz4NAKhWrRo8PT1lTkSUOxYyRIXk9evX0lWuFQoFxo8fL3MiIvV8//330v1hw4axWYm0GgsZokLy3Xff4cWLFwCAnj17omLFijInIsrbhQsXsHfvXgBAmTJl2BxKWo+FDFEhuHz5MlasWAEAsLS0xNy5c2VORKSerEdjfvjhB5iZmcmYhihvLGSIClh6ejqGDx+OzDMbTJ8+HWXKlJE5FVHeTp48iePHjwMAypcvj0GDBsmciChvLGSICtiKFSsQGBgIAKhZsybGjBkjcyKivAkh8N1330nT06ZNg7GxsYyJiNTDQoaoAIWHh6t8GSxfvpxfBqQTDhw4gPPnzwPIuIzGp59+KnMiIvWwkCEqQF999RViYmIAZAy35kX2SBcolUqVvjE//fQTDA0NZUxEpD4WMkQFxN/fHxs3bgQAlChRAr/99pvMiYjUs2PHDly7dg0AULduXXz88cfyBiLSAAsZogKQkpKCESNGSNOzZs1CqVKlZExEpJ709HT8+OOP0vTPP//M88aQTmEhQ1QA5s+fj7t37wIAGjRogKFDh8qciEg9f//9t/TZbdy4Mdq3by9zIiLN8OrXRO/p0aNHqFatGhITE2FgYIB///0XH3zwgdyxiPKUkpKCqlWrIjQ0FEBG82jz5s1lTkWUgVe/JioiY8eORWJiIgBg1KhRLGJIZ6xZs0YqYtq2bcsihnQSj8gQvYe9e/eiS5cuAABnZ2cEBQXB1tZW5lREeUtMTETFihXx/PlzAMDFixdRv359mVMR/Q+PyBAVsjdv3qic7G7+/PksYkhnLF++XCpiunbtyiKGdBYLGaJ8+uWXX/Dw4UMAQOvWrdG7d295AxGpKS4uDjNnzgSQcWX2GTNmyJyIKP9YyBDlw+nTpzF79mwAgLGxMZYuXcohq6QzFi1ahJcvXwIAevfuDU9PT5kTEeUfCxkiDT1+/Bjdu3dHWloaAGDKlCmoUqWKzKmI1BMaGipdjd3Q0BDTp0+XORHR+2EhQ6SBN2/ewNfXFy9evACQMdIj68nEiLTZvXv30KxZM+kyGgMHDkSlSpVkTkX0fljIEKlJCIGhQ4fi6tWrAIDy5ctjy5YtMDIykjkZUd7u3LmDZs2a4enTpwCAatWqSf1kiHQZCxkiNc2ZMwebN28GAFhZWWHPnj2wt7eXORVR3m7cuIEWLVogPDwcAODp6Ql/f39eRoP0AgsZIjUcOnQIU6ZMkaY3bNiAGjVqyJiISD2BgYFo2bKl1Bxat25dnDx5Eo6OjjInIyoYLGSI8vDff/+hd+/eyDx35LRp0+Dr6ytvKCI1XLhwAa1bt0ZUVBSAjOuAHT9+HCVLlpQ5GVHBYSFD9A6xsbHo2rWr1DnS19cXP/zwg8ypiPJ2+vRptG3bVvrsNm3aFEePHoWdnZ28wYgKGAsZolwolUp89tlnCAoKAgDUqFEDf/31FwwM+GdD2u3EiRNo37494uPjAQCtWrXCwYMHYW1tLXMyooLH/5GJcjF16lTs3bsXAFCiRAns3r2bXwSk9Q4dOoSOHTvizZs3AID27dtj3759sLS0lDkZUeFgIUOUg23btuHnn38GABgYGGDr1q2oUKGCzKmIcpeSkoJff/0VXbt2RVJSEgCgS5cu2LVrF8zNzWVOR1R4eAIMordcu3YNAwYMkKbnzp2LNm3ayJiI6N1OnTqFL7/8Enfv3pXmffLJJ/j7779hYmIiYzKiwscjMkRZPH/+HJ06dZIOy/fr1w/jxo2TNxRRLl6+fInBgwejefPmUhFjYGCAiRMnYvPmzSxiqFjgERmi/5eQkIDOnTvj2bNnAABvb2+sWrWKF4MkrSOEwLp16/DVV1/h1atX0vz69etjxYoV+OCDD2RMR1S0WMgQ4X8jlK5cuQIAKFu2LHbt2gUzMzOZkxGpunPnDoYPH45Tp05J82xsbDBz5kx88cUXMDQ0lDEdUdFjIUME4JtvvsGuXbsAZHwp7Nu3j2c+Ja0SHR2NOXPmYM6cOUhNTZXm9+7dG/Pnz4eLi4uM6Yjkw0KGir3Vq1dj9uzZAABDQ0Ns3bqVlx8grSCEwOXLl7FixQps2bIFiYmJ0mPly5fHsmXL4OPjI2NCIvmxkKFi7cSJE/jyyy+l6cWLF/OLgWQXHx+PTZs2YcWKFdLV1jMZGxtj8uTJ+O677zismggsZKgYCw4ORvfu3ZGWlgYAGDt2LIYPHy5zKirObty4gRUrVmDjxo2Ii4tTeczW1hb9+/fHqFGjULlyZZkSEmkfFjJULL169QodO3ZEdHQ0AKBjx46YN2+evKGo2BFC4M6dOzhy5Aj8/Pxw/vz5bMt8+OGH+PLLL9GrVy+enZcoByxkqNhJTk7Gxx9/jJCQEABArVq1sHnzZo72oCIRGRmJY8eO4ejRozhy5AieP3+ebRlLS0t8+umn+OKLL+Dl5SVDSiLdwUKGig2lUokbN27gm2++kYauOjk5Ye/evbyGEhWahIQEXLx4EUeOHMGRI0ey9XnJytPTE8OHD0ffvn1hY2NThCmJdBcLGdI76enpuHjxIk6cOIHLly8jKCgIYWFh2focGBgYYMqUKShTpoxMSUmfCCHw6NEjXL9+HTdu3JD+vX//PoQQOT7H3NwcLVq0QLt27dC2bVtUr16dJ2Ak0pBC5PYXpidiY2Nha2uLmJgY/sLRI0qlEteuXcO5c+dw7do1BAUF4cmTJ3j58qV0eQF1VahQASNGjMCgQYNQokSJQkpM+kAIgdevX+PRo0d4/PgxHj9+jKCgIFy/fh03b95EbGxsnuuoW7cu2rVrh3bt2qFRo0YwNTUtguREukfd72+dKGSWLl2KOXPmIDw8HLVr18bixYtRv359tZ7LQkb3KJVKPHr0CDdv3sS9e/fw4MEDPH36FM+ePcOzZ8/w+vVrJCcna7xeQ0NDlChRAqVLl0ZkZCTCwsJUHjc3N8dnn32GUaNGoVatWgW1OaQDhBCIiYnBy5cv8fLlS7x69QovX77E06dPpYIls3hJSEhQe71mZmaoWbMm6tSpg1atWqF169Y80SKRmvSmkPnnn3/Qv39/rFixAg0aNMDChQvh5+eH4OBgtf5DYCFTtJRKJd68eYPo6GjExMQgNjYWL168QHh4OF68eCF9Sbx+/RoxMTGIi4tDfHw84uPjERcXh6SkJKSnp79XBiMjI9jb26Ns2bLw9PREkyZN0K5dO7i6ukrLpKenY//+/ViyZAmOHj2abR1NmzZFv379ULp0aZQsWRIODg4oWbIkbG1teehfC6SnpyMpKSnHW2JiovR5yry9PR0XF4eoqCiVwuV9P3ceHh6oVasWatWqhdq1a6NWrVqoWLEiO5ET5ZPeFDINGjTAhx9+iCVLlgDI+KJ0c3PD6NGjMWXKlDyfX1iFjK+vL5KSkvJcLqfd+/a8rNOZ99/+N/N+1tvb8zKnlUqlyr+Zt6zT6enpUCqV0rzM6czllEol0tPTpflZl8/teUX5UTIxMYGdnR1cXFxQoUIFeHp6okGDBmjcuLHG73NQUBCWLVuGdevWZetH8zYjIyOULFlSKm7s7OxgbGwMIyMj6d+cbgqFQq1bQcjtM5TbZymv6ZxuOX223nXL/Cy965aWlobU1NRst6zzU1JSkJycLJ37pyiZm5vD3d0d7u7u8PDwkO6XL18enp6esLOzK/JMRPpMLwqZlJQUWFhYYNu2bfD19ZXmDxgwANHR0di9e3e25yQnJ6s0O8TGxsLNza3ACxn+Ki8cCoUCpqamsLS0hK2tLUqVKgUXFxe4ubmhfPnyaNCgAby8vGBiYlLgrx0XF4cNGzZgyZIluHv3boGvn7SPhYUFHBwcpFtmgZp5c3Z2looWBwcH/t0TFSF1CxmtHrX08uVLpKenw8nJSWW+k5MTgoKCcnzOzJkzMX369KKIR8goPAwMDKSbkZERDA0NYWRkBBMTExgbG8PU1BRWVlawsbGBjY0N7O3tpaMaTk5OcHR0hLu7O6pWrSrr1aatra0xYsQIDB8+HKdPn8bNmzdV+ku83X9C007FlDdDQ0MYGxurHOV6+2Zubg4zMzOYmZnB1NRUup/1ZmVlBWtra1hbW6vczzrP3t6ep/gn0gNaXcjkxzfffIMJEyZI05lHZAra1KlTkZKSotayOf2KMzAwyHWZzMcy5739WGbxkPnY2/MMDQ2hUChgaGgIAwMDaTrzfmbBYWxsrPLFYWJiIk0bGRnB3Nwc5ubmMDU1hYWFBSwsLGBiYgIjI7372KhQKBRo1qwZmjVr9s7lEhMTERMTg7S0tFxvmU0jeTXVqNsEmdNn6V3zcvs3837WJq13TWe9ZX7esk6/65b5WVTn9vbfBRFRXrT6G8nBwQGGhoaIiIhQmR8REQFnZ+ccn2NqalokwxmnTZtW6K9B2i2z0CMiIvlo9c8fExMTeHl54fjx49I8pVKJ48ePw9vbW8ZkREREpA20+ogMAEyYMAEDBgxAvXr1UL9+fSxcuBAJCQkYNGiQ3NGIiIhIZlpfyPTq1QsvXrzAjz/+iPDwcNSpUweHDh3K1gGYiIiIih+tHn5dEHhCPCIiIt2j7ve3VveRISIiInoXFjJERESks1jIEBERkc5iIUNEREQ6i4UMERER6SwWMkRERKSzWMgQERGRzmIhQ0RERDqLhQwRERHpLK2/RMH7yjxxcWxsrMxJiIiISF2Z39t5XYBA7wuZuLg4AICbm5vMSYiIiEhTcXFxsLW1zfVxvb/WklKpxPPnz2FtbQ2FQlFg642NjYWbmxuePHmit9dw0vdt1PftA/R/G7l9uk/ft5Hbl39CCMTFxcHV1RUGBrn3hNH7IzIGBgYoU6ZMoa3fxsZGLz+cWen7Nur79gH6v43cPt2n79vI7cufdx2JycTOvkRERKSzWMgQERGRzmIhk0+mpqaYOnUqTE1N5Y5SaPR9G/V9+wD930Zun+7T923k9hU+ve/sS0RERPqLR2SIiIhIZ7GQISIiIp3FQoaIiIh0FgsZIiIi0lksZLJYunQpypYtCzMzMzRo0ACXLl165/J+fn6oWrUqzMzM4OnpiQMHDqg8LoTAjz/+CBcXF5ibm6NNmza4d+9eYW7CO2myfX/88QeaNm2KEiVKoESJEmjTpk225QcOHAiFQqFya9++fWFvxjtpso3r1q3Llt/MzExlGV1+D1u0aJFt+xQKBTp27Cgto03v4alTp9C5c2e4urpCoVBg165deT7H398fdevWhampKSpWrIh169ZlW0bTv+vCoun27dixA23btkWpUqVgY2MDb29vHD58WGWZadOmZXv/qlatWohb8W6abqO/v3+On9Hw8HCV5XT1Pczp70uhUKBGjRrSMtr0Hs6cORMffvghrK2t4ejoCF9fXwQHB+f5PLm/C1nI/L9//vkHEyZMwNSpU3HlyhXUrl0bPj4+iIyMzHH5c+fOoU+fPhgyZAiuXr0KX19f+Pr64tatW9Iys2fPxu+//44VK1bg4sWLsLS0hI+PD5KSkopqsySabp+/vz/69OmDkydP4vz583Bzc0O7du3w7NkzleXat2+PsLAw6bZ58+ai2JwcabqNQMbZKLPmf/Tokcrjuvwe7tixQ2Xbbt26BUNDQ/To0UNlOW15DxMSElC7dm0sXbpUreVDQ0PRsWNHtGzZEteuXcO4ceMwdOhQlS/7/HwmCoum23fq1Cm0bdsWBw4cQGBgIFq2bInOnTvj6tWrKsvVqFFD5f07c+ZMYcRXi6bbmCk4OFhlGxwdHaXHdPk9XLRokcp2PXnyBPb29tn+BrXlPQwICMDIkSNx4cIFHD16FKmpqWjXrh0SEhJyfY5WfBcKEkIIUb9+fTFy5EhpOj09Xbi6uoqZM2fmuHzPnj1Fx44dVeY1aNBAfPHFF0IIIZRKpXB2dhZz5syRHo+OjhampqZi8+bNhbAF76bp9r0tLS1NWFtbi/Xr10vzBgwYILp27VrQUfNN021cu3atsLW1zXV9+vYeLliwQFhbW4v4+Hhpnra9h5kAiJ07d75zmcmTJ4saNWqozOvVq5fw8fGRpt93nxUWdbYvJ9WrVxfTp0+XpqdOnSpq165dcMEKkDrbePLkSQFAvH79Otdl9Ok93Llzp1AoFOLhw4fSPG1+DyMjIwUAERAQkOsy2vBdyCMyAFJSUhAYGIg2bdpI8wwMDNCmTRucP38+x+ecP39eZXkA8PHxkZYPDQ1FeHi4yjK2trZo0KBBrussLPnZvre9efMGqampsLe3V5nv7+8PR0dHVKlSBcOHD8erV68KNLu68ruN8fHx8PDwgJubG7p27Yrbt29Lj+nbe7h69Wr07t0blpaWKvO15T3UVF5/gwWxz7SJUqlEXFxctr/Be/fuwdXVFeXLl0ffvn3x+PFjmRLmX506deDi4oK2bdvi7Nmz0nx9ew9Xr16NNm3awMPDQ2W+tr6HMTExAJDtM5eVNnwXspAB8PLlS6Snp8PJyUllvpOTU7a22kzh4eHvXD7zX03WWVjys31v+/rrr+Hq6qryYWzfvj3++usvHD9+HL/99hsCAgLQoUMHpKenF2h+deRnG6tUqYI1a9Zg9+7d2LhxI5RKJRo1aoSnT58C0K/38NKlS7h16xaGDh2qMl+b3kNN5fY3GBsbi8TExAL53GuTuXPnIj4+Hj179pTmNWjQAOvWrcOhQ4ewfPlyhIaGomnTpoiLi5MxqfpcXFywYsUKbN++Hdu3b4ebmxtatGiBK1euACiY/7u0xfPnz3Hw4MFsf4Pa+h4qlUqMGzcOjRs3Rs2aNXNdThu+C/X+6tf0/mbNmoUtW7bA399fpTNs7969pfuenp6oVasWKlSoAH9/f7Ru3VqOqBrx9vaGt7e3NN2oUSNUq1YNK1euxIwZM2RMVvBWr14NT09P1K9fX2W+rr+HxcWmTZswffp07N69W6X/SIcOHaT7tWrVQoMGDeDh4YGtW7diyJAhckTVSJUqVVClShVpulGjRggJCcGCBQuwYcMGGZMVvPXr18POzg6+vr4q87X1PRw5ciRu3bola58rdfGIDAAHBwcYGhoiIiJCZX5ERAScnZ1zfI6zs/M7l8/8V5N1Fpb8bF+muXPnYtasWThy5Ahq1ar1zmXLly8PBwcH3L9//70za+p9tjGTsbExPvjgAym/vryHCQkJ2LJli1r/Kcr5Hmoqt79BGxsbmJubF8hnQhts2bIFQ4cOxdatW7Mdwn+bnZ0dKleurBPvX27q168v5deX91AIgTVr1qBfv34wMTF557La8B6OGjUK+/btw8mTJ1GmTJl3LqsN34UsZACYmJjAy8sLx48fl+YplUocP35c5Rd7Vt7e3irLA8DRo0el5cuVKwdnZ2eVZWJjY3Hx4sVc11lY8rN9QEZP8xkzZuDQoUOoV69enq/z9OlTvHr1Ci4uLgWSWxP53cas0tPTcfPmTSm/PryHQMbQyOTkZHz22Wd5vo6c76Gm8vobLIjPhNw2b96MQYMGYfPmzSrD5nMTHx+PkJAQnXj/cnPt2jUpvz68h0DGaKD79++r9WNCzvdQCIFRo0Zh586dOHHiBMqVK5fnc7Tiu7BAugzrgS1btghTU1Oxbt06cefOHTFs2DBhZ2cnwsPDhRBC9OvXT0yZMkVa/uzZs8LIyEjMnTtX3L17V0ydOlUYGxuLmzdvSsvMmjVL2NnZid27d4sbN26Irl27inLlyonExESt375Zs2YJExMTsW3bNhEWFibd4uLihBBCxMXFiUmTJonz58+L0NBQcezYMVG3bl1RqVIlkZSUVOTbl59tnD59ujh8+LAICQkRgYGBonfv3sLMzEzcvn1bWkaX38NMTZo0Eb169co2X9vew7i4OHH16lVx9epVAUDMnz9fXL16VTx69EgIIcSUKVNEv379pOUfPHggLCwsxFdffSXu3r0rli5dKgwNDcWhQ4ekZfLaZ9q8fX///bcwMjISS5cuVfkbjI6OlpaZOHGi8Pf3F6GhoeLs2bOiTZs2wsHBQURGRhb59gmh+TYuWLBA7Nq1S9y7d0/cvHlTjB07VhgYGIhjx45Jy+jye5jps88+Ew0aNMhxndr0Hg4fPlzY2toKf39/lc/cmzdvpGW08buQhUwWixcvFu7u7sLExETUr19fXLhwQXqsefPmYsCAASrLb926VVSuXFmYmJiIGjVqiP3796s8rlQqxQ8//CCcnJyEqampaN26tQgODi6KTcmRJtvn4eEhAGS7TZ06VQghxJs3b0S7du1EqVKlhLGxsfDw8BCff/65LP+5ZKXJNo4bN05a1snJSXz00UfiypUrKuvT5fdQCCGCgoIEAHHkyJFs69K29zBzKO7bt8xtGjBggGjevHm259SpU0eYmJiI8uXLi7Vr12Zb77v2WVHSdPuaN2/+zuWFyBhu7uLiIkxMTETp0qVFr169xP3794t2w7LQdBt/++03UaFCBWFmZibs7e1FixYtxIkTJ7KtV1ffQyEyhhqbm5uLVatW5bhObXoPc9o2ACp/V9r4Xaj4//BEREREOod9ZIiIiEhnsZAhIiIincVChoiIiHQWCxkiIiLSWSxkiIiISGexkCEiIiKdxUKGiIiIdBYLGSIqMv7+/lAoFIiOjpY7il4pW7YsFi5cqDXrISpKLGSI1DBw4MBsV60tCuvWrYOdnV2ey02bNg116tQp9Dzvq1GjRggLC4OtrS0A9bfvbSyI3k9u+/3y5csYNmxY0Qcieg9GcgcgouLDxMREq65aLIRAeno6jIz4XyEAlCpVSu4IRBrjERmifGjRogXGjBmDyZMnw97eHs7Ozpg2bZrKMgqFAsuXL0eHDh1gbm6O8uXLY9u2bdLjOR1VuHbtGhQKBR4+fAh/f38MGjQIMTExUCgUUCgU2V4DyPh1PX36dFy/fl1abt26dQCAx48fo2vXrrCysoKNjQ169uyJiIiId27bkydP0LNnT9jZ2cHe3h5du3bFw4cPAQBBQUGwsLDApk2bpOW3bt0Kc3Nz3LlzBwCQnJyMr7/+Gm5ubjA1NUXFihWxevXqbNv8ru3bsGED6tWrB2trazg7O+PTTz9FZGQkAODhw4do2bIlAKBEiRJQKBQYOHCg9NpjxoyBo6MjzMzM0KRJE1y+fDnbPj948CC8vLxgamqKjRs3wsDAAP/++6/Kfli4cCE8PDygVCpz3E9ly5bFjBkz0KdPH1haWqJ06dJYunSpyjJ57f/MI2krV66Em5sbLCws0LNnT8TExEjLtGjRAuPGjVNZr6+vr7TNOZk/fz48PT1haWkJNzc3jBgxAvHx8dI+yG2/v920pG7+DRs2oGzZsrC1tUXv3r0RFxeXazaigsZChiif1q9fD0tLS1y8eBGzZ8/GTz/9hKNHj6os88MPP6B79+64fv06+vbti969e+Pu3btqrb9Ro0ZYuHAhbGxsEBYWhrCwMEyaNCnbcr169cLEiRNRo0YNablevXpBqVSia9euiIqKQkBAAI4ePYoHDx6gV69eub5mamoqfHx8YG1tjdOnT+Ps2bOwsrJC+/btkZKSgqpVq2Lu3LkYMWIEHj9+jKdPn+LLL7/Eb7/9hurVqwMA+vfvj82bN+P333/H3bt3sXLlSlhZWWm0fampqZgxYwauX7+OXbt24eHDh9IXt5ubG7Zv3w4ACA4ORlhYGBYtWgQAmDx5MrZv347169fjypUrqFixInx8fBAVFaXy2lOmTMGsWbNw9+5ddOnSBW3atMHatWtVllm7di0GDhwIA4Pc/5ucM2cOateujatXr2LKlCkYO3as9BlQd//fv38fW7duxd69e3Ho0CFcvXoVI0aMyPU11WFgYIDff/8dt2/fxvr163HixAlMnjwZgPqfK3Xzh4SEYNeuXdi3bx/27duHgIAAzJo1673yE2mkwC4/SaTHBgwYILp27SpNN2/eXDRp0kRlmQ8//FB8/fXX0jQA8eWXX6os06BBAzF8+HAhxP+upPv69Wvp8atXrwoAIjQ0VAghxNq1a4WtrW2e+aZOnSpq166tMu/IkSPC0NBQPH78WJp3+/ZtAUBcunQpx/Vs2LBBVKlSRSiVSmlecnKyMDc3F4cPH5bmdezYUTRt2lS0bt1atGvXTlo+ODhYABBHjx7Ncf1vb7O623f58mUBQMTFxeW4HiGEiI+PF8bGxuLvv/+W5qWkpAhXV1cxe/Zsleft2rVLZf3//POPKFGihEhKShJCCBEYGCgUCoX0PuTEw8NDtG/fXmVer169RIcOHYQQ6u3/qVOnCkNDQ/H06VNpmYMHDwoDAwMRFhYmhMj4rI0dO1bldbp27ZrtavULFizINaufn58oWbKkNJ3bfs+6HnXzW1hYiNjYWGmZr776SjRo0CDXLEQFjUdkiPKpVq1aKtMuLi5S80cmb2/vbNPqHpF5X3fv3oWbmxvc3NykedWrV4ednV2uGa5fv4779+/D2toaVlZWsLKygr29PZKSkhASEiItt2bNGty4cQNXrlzBunXroFAoAGQ0jRkaGqJ58+bvlT0wMBCdO3eGu7s7rK2tpfU9fvw41+eEhIQgNTUVjRs3luYZGxujfv362ba3Xr16KtO+vr4wNDTEzp07AWQ017Vs2RJly5Z9Z853vb/q7n93d3eULl1aZR1KpRLBwcHvfO13OXbsGFq3bo3SpUvD2toa/fr1w6tXr/DmzRu116Fu/rJly8La2lqazunvgKgwsZAhyidjY2OVaYVCkWt/ipxkNlkIIaR5qampBRMun+Lj4+Hl5YVr166p3P777z98+umn0nLXr19HQkICEhISEBYWJs03Nzd/7wwJCQnw8fGBjY0N/v77b1y+fFkqMFJSUt57/QBgaWmpMm1iYoL+/ftj7dq1SElJwaZNmzB48OACea33ZWBgoPIZAd79OXn48CE6deqEWrVqYfv27QgMDJT67hTU/svqff8OiN4XCxmiQnThwoVs09WqVQPwvxEiWQuBa9euqSxvYmKC9PT0PF8np+WqVauGJ0+e4MmTJ9K8O3fuIDo6WurP8ra6devi3r17cHR0RMWKFVVumUOmo6KiMHDgQHz33XcYOHAg+vbti8TERACAp6cnlEolAgIC8sycW+6goCC8evUKs2bNQtOmTVG1atVsv/BNTEwAQOW5FSpUgImJCc6ePSvNS01NxeXLl3Pd3qyGDh2KY8eOYdmyZUhLS8PHH3+c53Pe9f6qu/8fP36M58+fq6zDwMAAVapUAZDxOcn6GUlPT8etW7dyzRQYGAilUol58+ahYcOGqFy5ssr6AfU+V/n5/BDJgYUMUSHy8/PDmjVr8N9//2Hq1Km4dOkSRo0aBQCoWLEi3NzcMG3aNNy7dw/79+/HvHnzVJ5ftmxZxMfH4/jx43j58mWuTQNly5ZFaGgorl27hpcvXyI5ORlt2rSBp6cn+vbtiytXruDSpUvo378/mjdvnq1pJVPfvn3h4OCArl274vTp0wgNDYW/vz/GjBmDp0+fAgC+/PJLuLm54fvvv8f8+fORnp4udRYtW7YsBgwYgMGDB2PXrl3S87du3Zpr7re3z93dHSYmJli8eDEePHiAPXv2YMaMGSrP8/DwgEKhwL59+/DixQvEx8fD0tISw4cPx1dffYVDhw7hzp07+Pzzz/HmzRsMGTIkz/eqWrVqaNiwIb7++mv06dNHraNLZ8+exezZs/Hff/9h6dKl8PPzw9ixYwFA7f1vZmaGAQMG4Pr16zh9+jTGjBmDnj17SsPUW7Vqhf3792P//v0ICgrC8OHD33n+nIoVKyI1NVXafxs2bMCKFSvy3O9vy8/nh0gWcnfSIdIFOXX2zasDJgCxdOlS0bZtW2FqairKli0r/vnnH5XnnDlzRnh6egozMzPRtGlT4efnp9LZVwghvvzyS1GyZEkBQEydOjXHfElJSaJ79+7Czs5OABBr164VQgjx6NEj0aVLF2FpaSmsra1Fjx49RHh4+Du3NSwsTPTv3184ODgIU1NTUb58efH555+LmJgYsX79emFpaSn+++8/afmLFy8KY2NjceDAASGEEImJiWL8+PHCxcVFmJiYiIoVK4o1a9YIIXLupJvT9m3atEmULVtWmJqaCm9vb7Fnzx4BQFy9elV63k8//SScnZ2FQqGQ9ntiYqIYPXq0lL1x48YqHZtzev2sVq9e/c7O0Fl5eHiI6dOnix49eggLCwvh7OwsFi1apLJMXvs/s5P2smXLhKurqzAzMxOffPKJiIqKkpZJSUkRw4cPF/b29sLR0VHMnDkzz86+8+fPFy4uLsLc3Fz4+PiIv/76S639/vZ61M2f1YIFC4SHh0ee+4+ooCiEeKvxlYgKhEKhwM6dO2U5IzDlz4wZM+Dn54cbN27kuWzZsmUxbty4bOd40cS0adOwa9eubE2KRKQ+Ni0RUbEXHx+PW7duYcmSJRg9erTccYhIAyxkiKjYGzVqFLy8vNCiRQutGa1EROph0xIRERHpLB6RISIiIp3FQoaIiIh0FgsZIiIi0lksZIiIiEhnsZAhIiIincVChoiIiHQWCxkiIiLSWSxkiIiISGexkCEiIiKd9X8QK2L+bK7ERwAAAABJRU5ErkJggg==", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.plot(mue_inputs, max_rate_e, c='k', lw = 2)\n", - "plt.plot(mue_inputs, min_rate_e, c='k', lw = 2)\n", - "plt.title(\"Bifurcation diagram of the aln model\")\n", - "plt.xlabel(\"Input to excitatory population\")\n", - "plt.ylabel(\"Min / max firing rate\")" - ] - }, - { - "cell_type": "markdown", - "id": "46e98094", - "metadata": {}, - "source": [ - "## Whole-brain model" - ] - }, - { - "cell_type": "markdown", - "id": "54c31118", - "metadata": {}, - "source": [ - "`neurolib` comes with some example datasets for exploring its functionality. Please be aware that these datasets are not tested and should not be used for your research, only for experimentation with the software.\n", - "\n", - "A dataset for whole-brain modeling can consists of the following parts:\n", - "\n", - "* A structural connectivity matrix capturing the synaptic connection strengths between brain areas, often derived from DTI tractography of the whole brain. The connectome is then typically parcellated in a preferred atlas (for example the AAL2 atlas) and the number of axonal fibers connecting each brain area with every other area is counted. This number serves as a indication of the synaptic coupling strengths between the areas of the brain. \n", - "* A delay matrix which can be calculated from the average length of the axonal fibers connecting each brain area with another.\n", - "* A set of functional data that can act as a target for model optimization. Resting-state fMRI offers an easy and fairly unbiased way for calibrating whole-brain models. EEG data could be used as well.\n", - "\n", - "We can load a `Dataset` by passing the name of it in the constructor. " - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "eb5318cb", - "metadata": {}, - "outputs": [], - "source": [ - "from neurolib.utils.loadData import Dataset\n", - "ds = Dataset(\"gw\")" - ] - }, - { - "cell_type": "markdown", - "id": "2ef45ed5", - "metadata": {}, - "source": [ - "We now create the `aln` model with a structural connectivity matrix and a delay matrix. In order to achieve a good fit of the BOLD activity to the empirical data, the model has to run for quite a while. A a rule of thumb, a simulation of resting-state BOLD activity should not be shorter than 3 minutes and preferably longer than 5 minutes real time. If the empirical recordings are for example 10 minutes long, ideally, a simulation of 10 minutes would be used to compare the output of the model to the resting state recording." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "706ee988", - "metadata": {}, - "outputs": [], - "source": [ - "model = ALNModel(Cmat = ds.Cmat, Dmat = ds.Dmat)\n", - "\n", - "model.params['duration'] = 0.4*60*1000 \n", - "# Info: value 0.4*60*1000 is low for testing\n", - "# use 5*60*1000 for real simulation" - ] - }, - { - "cell_type": "markdown", - "id": "8fd3da14", - "metadata": {}, - "source": [ - "After some optimization to the resting-state fMRI data of the dataset, we \n", - "found a set of parameters that creates interesting whole-brain dynamics. \n", - "We set the mean input of the excitatory and the inhibitory population to be \n", - "close to the E-I limit cycle." - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "329b590e", - "metadata": {}, - "outputs": [], - "source": [ - "model.params['mue_ext_mean'] = 1.57\n", - "model.params['mui_ext_mean'] = 1.6\n", - "# We set an appropriate level of noise\n", - "model.params['sigma_ou'] = 0.09\n", - "# And turn on adaptation with a low value of spike-triggered adaptation currents.\n", - "model.params['b'] = 5.0" - ] - }, - { - "cell_type": "markdown", - "id": "e099a141", - "metadata": {}, - "source": [ - "Let's have a look what the data looks like. We can access the\n", - "data of each model by calling its internal attributes.\n", - "Here, we plot the structural connectivity matrix by calling \n", - "`model.params['Cmat']` and fiber length matrix by calling \n", - "`model.params['lengthMat']`.\n", - "Of course, we can also access the dataset using the `Dataset`\n", - "object itself. For example the functional connectivity matrices \n", - "of the BOLD timeseries in the datasets are given as list with \n", - "`ds.FCs`." - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "7d292b1b", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "from matplotlib.colors import LogNorm\n", - "fig, axs = plt.subplots(1, 3, figsize=(12,8), dpi=75)\n", - "fig.subplots_adjust(wspace=0.28)\n", - "\n", - "im = axs[0].imshow(model.params['Cmat'], norm=LogNorm(vmin=10e-5, vmax=np.max(model.params['Cmat'])))\n", - "axs[0].set_title(\"Cmat\")\n", - "fig.colorbar(im, ax=axs[0],fraction=0.046, pad=0.04)\n", - "im = axs[1].imshow(model.params['lengthMat'], cmap='inferno')\n", - "axs[1].set_title(\"Dmat\")\n", - "fig.colorbar(im, ax=axs[1],fraction=0.046, pad=0.04)\n", - "im = axs[2].imshow(ds.FCs[0], cmap='inferno')\n", - "axs[2].set_title(\"Empirical FC\")\n", - "fig.colorbar(im, ax=axs[2],fraction=0.046, pad=0.04)" - ] - }, - { - "cell_type": "markdown", - "id": "85fdbe3e", - "metadata": {}, - "source": [ - "### Run model" - ] - }, - { - "cell_type": "markdown", - "id": "06cefde0", - "metadata": {}, - "source": [ - "We run the model with bold simulation by using `bold=True`. \n", - "This simulates the Balloon-Windkessel BOLD model in parallel to\n", - "the neural population model in order to estimate the blood oxygen\n", - "levels of the underlying neural activity. The output of the `bold`\n", - "model can be used to compare the simulated data to empirical fMRI \n", - "data (resting-state fMRI for example).\n", - "\n", - "To save (a lot of) RAM, we can run the simulation in `chunkwise` mode.\n", - "In this mode, the model will be simulated for a length of `chunksize` \n", - "steps (not time in ms, but actual integration steps!), and the output\n", - "of that chunk will be used to automatically reinitiate the model with \n", - "the appropriate initial conditions. This allows for a serial continuation\n", - "of the model without having to store all the data in memory and is \n", - "particularly useful for very long and many parallel simulations." - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "7adfa837", - "metadata": {}, - "outputs": [], - "source": [ - "model.run(chunkwise=True, chunksize=60000, bold=True, append_outputs=True)" - ] - }, - { - "cell_type": "markdown", - "id": "dd650604", - "metadata": {}, - "source": [ - "## Results\n", - "\n", - "The outputs of the model can be accessed using the attribute `model.outputs`" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "43a1a86b", - "metadata": {}, - "outputs": [], - "source": [ - "model.outputs" - ] - }, - { - "cell_type": "markdown", - "id": "521c78f9", - "metadata": {}, - "source": [ - "For convenience, they can also be accessed directly using attributes of the model with the outputs name, like `model.rates_exc`. The outputs are also available as xr DataArrays as `model.xr()`.\n", - "\n", - "Since we used `bold=True` to simulate BOLD, we can also access `model.BOLD.BOLD` for the actual BOLD activity, and `model.BOLD.t` for the time steps of the BOLD simulation (which are downsampled to `0.5 Hz` by default)." - ] - }, - { - "cell_type": "markdown", - "id": "7ab11815", - "metadata": {}, - "source": [ - "### Plot simulated activity" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "5785e0d3", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Plot functional connectivity and BOLD timeseries (z-scored)\n", - "fig, axs = plt.subplots(1, 2, figsize=(7, 3), dpi=75, gridspec_kw={'width_ratios' : [1, 2]})\n", - "axs[0].imshow(func.fc(model.BOLD.BOLD[:, 5:]))\n", - "axs[1].imshow(scipy.stats.mstats.zscore(model.BOLD.BOLD[:, model.BOLD.t_BOLD>10000], axis=1), aspect='auto', extent=[model.BOLD.t_BOLD[model.BOLD.t_BOLD>10000][0], model.BOLD.t_BOLD[-1], 0, model.params['N']]);\n", - "\n", - "axs[0].set_title(\"FC\")\n", - "axs[0].set_xlabel(\"Node\")\n", - "axs[0].set_ylabel(\"Node\")\n", - "axs[1].set_xlabel(\"t [ms]\")\n", - "\n", - "# the results of the model are also accessible through an xarray DataArray\n", - "fig, axs = plt.subplots(1, 1, figsize=(6, 2), dpi=75)\n", - "plt.plot(model.xr().time[-10000:], model.xr().loc['rates_exc'].T[-10000:])\n", - "plt.xlabel(\"t [ms]\");" - ] - }, - { - "cell_type": "markdown", - "id": "27d4da89", - "metadata": {}, - "source": [ - "### Correlation of simulated BOLD to empirical data\n", - "\n", - "We can compute the element-wise Pearson correlation of the functional connectivity matrices of the simulated data to the empirical data to estimate how well the model captures the inter-areal BOLD correlations found in empirical resting-state recordings. " - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "f63f65d1", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Correlation per subject: ['0.43', '0.47', '0.55', '0.46', '0.41']\n", - "Mean FC/FC correlation: 0.47\n" - ] - } - ], - "source": [ - "scores = [func.matrix_correlation(func.fc(model.BOLD.BOLD[:, 5:]), fcemp) for fcemp in ds.FCs]\n", - "\n", - "print(\"Correlation per subject:\", [f\"{s:.2}\" for s in scores])\n", - "print(f\"Mean FC/FC correlation: {np.mean(scores):.2}\")" - ] - } + "cells": [ + { + "cell_type": "markdown", + "id": "83f3ff6b", + "metadata": {}, + "source": [ + "# The neural mass model\n", + "\n", + "In this example, we will learn about the basic of `neurolib`. We will create a two-population mean-field model of exponential integrate-and-fire neurons called the `aln` model. We will learn how to create a `Model`, set some parameters and run a simulation. We will also see how we can easily access the output of each simulation.\n", + "\n", + "## `aln` - the adaptive linear-nonlinear cascade model\n", + "\n", + "The adaptive linear-nonlinear (`aln`) cascade model is a low-dimensional population model of spiking neural networks. Mathematically, it is a dynamical system of non-linear ODEs. The dynamical variables of the system simulated in the `aln` model describe the average firing rate and other **macroscopic variables** of a randomly connected, delay-coupled network of excitatory and inhibitory **adaptive exponential integrate-and-fire neurons (AdEx)** with non-linear synaptic currents. \n", + "\n", + "Ultimately, the model is a result of various steps of model reduction starting from the Fokker-Planck equation of the AdEx neuron subject to white noise input at many steps of input means $\\mu$ and variances $\\sigma$. The resulting mean firing rates and mean membrane potentials are then stored in a lookup table and serve as the nonlinear firing rate transfer function, $r = \\Phi(\\mu, \\sigma)$. \n", + "\n", + "## Basic use" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "ad74b5c9", + "metadata": {}, + "outputs": [], + "source": [ + "# change to the root directory of the project\n", + "import os\n", + "if os.getcwd().split(\"/\")[-1] == \"examples\":\n", + " os.chdir('..')\n", + " \n", + "# This will reload all imports as soon as the code changes\n", + "%load_ext autoreload\n", + "%autoreload 2 " + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "e5ee3b2b", + "metadata": {}, + "outputs": [], + "source": [ + "try:\n", + " import matplotlib.pyplot as plt\n", + "except ImportError:\n", + " import sys\n", + " !{sys.executable} -m pip install matplotlib\n", + " import matplotlib.pyplot as plt\n", + " \n", + "import numpy as np\n", + "import scipy\n", + "\n", + "# Let's import the aln model\n", + "from neurolib.models.aln import ALNModel\n", + "\n", + "# Some useful functions are provided here\n", + "import neurolib.utils.functions as func\n", + "\n", + "# a nice color map\n", + "plt.rcParams['image.cmap'] = 'plasma'" + ] + }, + { + "cell_type": "markdown", + "id": "8e8c9186", + "metadata": {}, + "source": [ + "## Simulating a single `aln` node\n", + "\n", + "To create a single node, we simply instantiate the model \n", + "without any arguments. " + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "5c9f17fb", + "metadata": {}, + "outputs": [], + "source": [ + "# Create the model\n", + "model = ALNModel()\n", + "\n", + "# Each model comes with a set of default parameters which are a dictionary. \n", + "# Let's change the parameter that controls the duration of a simulation to 10s.\n", + "model.params['duration'] = 10.0 * 1000 \n", + "\n", + "# For convenience, we could also use:\n", + "model.params.duration = 10.0 * 1000\n", + "\n", + "# In the aln model an Ornstein-Uhlenbeck process is simulated in parallel\n", + "# as the source of input noise fluctuations. Here we can set the variance\n", + "# of the process. \n", + "# For more info: https://en.wikipedia.org/wiki/Ornstein%E2%80%93Uhlenbeck_process \n", + "# Let's add some noise.\n", + "model.params['sigma_ou'] = 0.1\n", + "\n", + "# Finally, we run the model\n", + "model.run()" + ] + }, + { + "cell_type": "markdown", + "id": "5a3f8fca", + "metadata": {}, + "source": [ + "### Accessing the outputs" + ] + }, + { + "cell_type": "markdown", + "id": "b35905a1", + "metadata": {}, + "source": [ + "Accessing the outputs is straight-forward. Every model's outputs\n", + "are stored in the `model.outputs` attribute. According to the specific\n", + "name of each of the model's outputs, they can also be accessed as a \n", + "key of the Model object, i.e. `model['rates_exc']`." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "a7549848", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.13" - } + "source": [ + "plt.plot(model['t'], model['rates_exc'].T, lw=2, c='k')\n", + "plt.xlabel(\"t [ms]\")\n", + "plt.ylabel(\"Rate [Hz]\")\n", + "plt.xlim(1000, 2000);" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "901cf333", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "('output', 'space', 'time')\n", + "rates_exc [[42.25673961 37.0729398 33.02390879 ... 14.24891974 13.93410228\n", + " 13.61216878]]\n" + ] + } + ], + "source": [ + "# Outputs are also available as an xr DataArray\n", + "xr = model.xr()\n", + "print(xr.dims)\n", + "# outputs can also be accessed via attributes in dot.notation\n", + "print(\"rates_exc\", model.rates_exc)" + ] + }, + { + "cell_type": "markdown", + "id": "1ee72bb5", + "metadata": {}, + "source": [ + "### Bifurcation diagram" + ] + }, + { + "cell_type": "markdown", + "id": "ee2db034", + "metadata": {}, + "source": [ + "Bifurcation diagrams can give us an overview of how different parameters of the model affect its dynamics. The simplest method for drawing a bifurcation diagram is to simply change relevant parameters step by step and record the model's behavior in response to these changes. In this example, we want to see how the model's dynamics changes with respect to the **external input currents** to the excitatory population. These input currents could be due to couplings with other nodes in a brain network or we could model other factors like external electrical stimulation. " + ] + }, + { + "cell_type": "markdown", + "id": "01cac508", + "metadata": {}, + "source": [ + "Below, you can see a schematic of the `aln` model. As you can see, a single node consists of one excitatory (red) and one inhibitory population (blue). The parameter that controls the mean input to the excitatory population is $\\mu_{E}$ or `model.params[\"mue_ext_mean\"]` ." + ] + }, + { + "cell_type": "markdown", + "id": "ae1257c1", + "metadata": {}, + "source": [ + "

\n", + " \n", + "

" + ] + }, + { + "cell_type": "markdown", + "id": "494ed654", + "metadata": {}, + "source": [ + "Let's first decrease the duration of a single run so we can scan the parameter space a bit faster and let's also disable the noisy input." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "c0389d68", + "metadata": {}, + "outputs": [], + "source": [ + "model.params['duration'] = 2.0 * 1000 \n", + "model.params['sigma_ou'] = 0.0" + ] + }, + { + "cell_type": "markdown", + "id": "553c5084", + "metadata": {}, + "source": [ + "Let's fix the input to the inhibitory population:" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "696a2a9a", + "metadata": {}, + "outputs": [], + "source": [ + "model.params['mui_ext_mean'] = 0.5" + ] + }, + { + "cell_type": "markdown", + "id": "f6a78f40", + "metadata": {}, + "source": [ + "We draw a one-dimensional bifurcation diagram, so it is enough to loop through different values of `mue_ext_mean` and record the minimum and maximum of the rate for each parameter." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "b935b0c1", + "metadata": {}, + "outputs": [], + "source": [ + "max_rate_e = []\n", + "min_rate_e = []\n", + "# these are the different input values that we want to scan\n", + "mue_inputs = np.linspace(0, 2, 50)\n", + "for mue in mue_inputs:\n", + " # Note: this has to be a vector since it is input for all nodes\n", + " # (but we have only one node in this example)\n", + " model.params['mue_ext_mean'] = mue\n", + " model.run()\n", + " # we add the maximum and the minimum of the last second of the \n", + " # simulation to a list\n", + " max_rate_e.append(np.max(model.output[0, -int(1000/model.params['dt']):]))\n", + " min_rate_e.append(np.min(model.output[0, -int(1000/model.params['dt']):]))" + ] + }, + { + "cell_type": "markdown", + "id": "e539d298", + "metadata": {}, + "source": [ + "Let's plot the results!" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "22a48b98", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'Min / max firing rate')" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(mue_inputs, max_rate_e, c='k', lw = 2)\n", + "plt.plot(mue_inputs, min_rate_e, c='k', lw = 2)\n", + "plt.title(\"Bifurcation diagram of the aln model\")\n", + "plt.xlabel(\"Input to excitatory population\")\n", + "plt.ylabel(\"Min / max firing rate\")" + ] + }, + { + "cell_type": "markdown", + "id": "46e98094", + "metadata": {}, + "source": [ + "## Whole-brain model" + ] + }, + { + "cell_type": "markdown", + "id": "54c31118", + "metadata": {}, + "source": [ + "`neurolib` comes with some example datasets for exploring its functionality. Please be aware that these datasets are not tested and should not be used for your research, only for experimentation with the software.\n", + "\n", + "A dataset for whole-brain modeling can consists of the following parts:\n", + "\n", + "* A structural connectivity matrix capturing the synaptic connection strengths between brain areas, often derived from DTI tractography of the whole brain. The connectome is then typically parcellated in a preferred atlas (for example the AAL2 atlas) and the number of axonal fibers connecting each brain area with every other area is counted. This number serves as a indication of the synaptic coupling strengths between the areas of the brain. \n", + "* A delay matrix which can be calculated from the average length of the axonal fibers connecting each brain area with another.\n", + "* A set of functional data that can act as a target for model optimization. Resting-state fMRI offers an easy and fairly unbiased way for calibrating whole-brain models. EEG data could be used as well.\n", + "\n", + "We can load a `Dataset` by passing the name of it in the constructor. " + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "eb5318cb", + "metadata": {}, + "outputs": [], + "source": [ + "from neurolib.utils.loadData import Dataset\n", + "ds = Dataset(\"gw\")" + ] + }, + { + "cell_type": "markdown", + "id": "2ef45ed5", + "metadata": {}, + "source": [ + "We now create the `aln` model with a structural connectivity matrix and a delay matrix. In order to achieve a good fit of the BOLD activity to the empirical data, the model has to run for quite a while. A a rule of thumb, a simulation of resting-state BOLD activity should not be shorter than 3 minutes and preferably longer than 5 minutes real time. If the empirical recordings are for example 10 minutes long, ideally, a simulation of 10 minutes would be used to compare the output of the model to the resting state recording." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "706ee988", + "metadata": {}, + "outputs": [], + "source": [ + "model = ALNModel(Cmat = ds.Cmat, Dmat = ds.Dmat)\n", + "\n", + "model.params['duration'] = 0.4*60*1000 \n", + "# Info: value 0.4*60*1000 is low for testing\n", + "# use 5*60*1000 for real simulation" + ] + }, + { + "cell_type": "markdown", + "id": "8fd3da14", + "metadata": {}, + "source": [ + "After some optimization to the resting-state fMRI data of the dataset, we \n", + "found a set of parameters that creates interesting whole-brain dynamics. \n", + "We set the mean input of the excitatory and the inhibitory population to be \n", + "close to the E-I limit cycle." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "329b590e", + "metadata": {}, + "outputs": [], + "source": [ + "model.params['mue_ext_mean'] = 1.57\n", + "model.params['mui_ext_mean'] = 1.6\n", + "# We set an appropriate level of noise\n", + "model.params['sigma_ou'] = 0.09\n", + "# And turn on adaptation with a low value of spike-triggered adaptation currents.\n", + "model.params['b'] = 5.0" + ] + }, + { + "cell_type": "markdown", + "id": "e099a141", + "metadata": {}, + "source": [ + "Let's have a look what the data looks like. We can access the\n", + "data of each model by calling its internal attributes.\n", + "Here, we plot the structural connectivity matrix by calling \n", + "`model.params['Cmat']` and fiber length matrix by calling \n", + "`model.params['lengthMat']`.\n", + "Of course, we can also access the dataset using the `Dataset`\n", + "object itself. For example the functional connectivity matrices \n", + "of the BOLD timeseries in the datasets are given as list with \n", + "`ds.FCs`." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "7d292b1b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from matplotlib.colors import LogNorm\n", + "fig, axs = plt.subplots(1, 3, figsize=(12,8), dpi=75)\n", + "fig.subplots_adjust(wspace=0.28)\n", + "\n", + "im = axs[0].imshow(model.params['Cmat'], norm=LogNorm(vmin=10e-5, vmax=np.max(model.params['Cmat'])))\n", + "axs[0].set_title(\"Cmat\")\n", + "fig.colorbar(im, ax=axs[0],fraction=0.046, pad=0.04)\n", + "im = axs[1].imshow(model.params['lengthMat'], cmap='inferno')\n", + "axs[1].set_title(\"Dmat\")\n", + "fig.colorbar(im, ax=axs[1],fraction=0.046, pad=0.04)\n", + "im = axs[2].imshow(ds.FCs[0], cmap='inferno')\n", + "axs[2].set_title(\"Empirical FC\")\n", + "fig.colorbar(im, ax=axs[2],fraction=0.046, pad=0.04)" + ] + }, + { + "cell_type": "markdown", + "id": "85fdbe3e", + "metadata": {}, + "source": [ + "### Run model" + ] + }, + { + "cell_type": "markdown", + "id": "06cefde0", + "metadata": {}, + "source": [ + "We run the model with bold simulation by using `bold=True`. \n", + "This simulates the Balloon-Windkessel BOLD model in parallel to\n", + "the neural population model in order to estimate the blood oxygen\n", + "levels of the underlying neural activity. The output of the `bold`\n", + "model can be used to compare the simulated data to empirical fMRI \n", + "data (resting-state fMRI for example).\n", + "\n", + "To save (a lot of) RAM, we can run the simulation in `chunkwise` mode.\n", + "In this mode, the model will be simulated for a length of `chunksize` \n", + "steps (not time in ms, but actual integration steps!), and the output\n", + "of that chunk will be used to automatically reinitiate the model with \n", + "the appropriate initial conditions. This allows for a serial continuation\n", + "of the model without having to store all the data in memory and is \n", + "particularly useful for very long and many parallel simulations." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "7adfa837", + "metadata": {}, + "outputs": [], + "source": [ + "model.run(chunkwise=True, chunksize=60000, bold=True)" + ] + }, + { + "cell_type": "markdown", + "id": "dd650604", + "metadata": {}, + "source": [ + "## Results\n", + "\n", + "The outputs of the model can be accessed using the attribute `model.outputs`" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "43a1a86b", + "metadata": {}, + "outputs": [], + "source": [ + "model.outputs" + ] + }, + { + "cell_type": "markdown", + "id": "521c78f9", + "metadata": {}, + "source": [ + "For convenience, they can also be accessed directly using attributes of the model with the outputs name, like `model.rates_exc`. The outputs are also available as xr DataArrays as `model.xr()`.\n", + "\n", + "Since we used `bold=True` to simulate BOLD, we can also access `model.BOLD.BOLD` for the actual BOLD activity, and `model.BOLD.t` for the time steps of the BOLD simulation (which are downsampled to `0.5 Hz` by default)." + ] + }, + { + "cell_type": "markdown", + "id": "7ab11815", + "metadata": {}, + "source": [ + "### Plot simulated activity" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "5785e0d3", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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z27a57777WLp06YQ07EiMZhPJVARdMzx1kvN+TcNBLc6UHZFHCw9hZOqwrDNHDDY+0g6M+g7HWwbuq5MpbvDYtr7y39ssnVCFj3RxkVm04KBJ0lEtg3y+G8MYmvC2WaYbtFA1N3CMkUWTbSwbUP0ga5PGMvDcREcnZ9qEihOiaEAlc4g06/2D7u85MkUXpJ2QGPT393P55ZezdOlSli5dihCCz33ucxPVtsMyGjNQqSyKQeIkR/ctwy6LgWWl0cJDmNl6rDPIMoj3u+UIFEnCBiR5NFVXChQD9Qmdzh0jp6N5L2Frd6L895Ai8Ic1ksV7w28KoscgBqv/ejnPrb5ywtt2KMtAkxzMUqKDP3JSA8g/2/YzVnauPKZjPcvg6OR0i5CvJAYa6UOIwb4B9/fsTxZO+14ax8MJBZBnz57N5s2bJ6gpx844N1FRDJIn2U1kGTaBiHsty0qjBuPkBs/CtjpO6nVPJYoqM/ucOir6s1gZg1zKKGdOycVZ0eq7d7Nnf5p3/feriVYHTmdz6UvpRBwIhzT6i268tD0qBmFx5NTSUrzHcSZ+9e1LxEBPo8r2GDGInrQActbM8s0N3wTghXcf3WXhicHRyRk2waKbKBpQ6U689J4ZTLvWYE+ywDt+uoZfv/9Vp7SNJ8rUTC0dE0CuDJUsg5PsJtJttJJlYGdQfHmE7cPQz5x9bQtZk0BIpaLajw0MtI+mzZZiBvEOd/aTTZz+Mr6pgklASMypDjOiCGRZLg/+AUMQNMURU0sNY9TCEWJiU5NHxaDoJiok0WQHs7R3ti960txECT3xso4f6ybS9dP/u05G8qZdtgwifpXMIRJWkmPGoOf2DZ+ytk0UU1oM/KpMtJhOmjzJYmCNiRnYVgZZc10qhdzUzBx4MZZhY5sO/rCGIsAWoI8p1VuyDNSi5yiXOn0zyELWxHEEKd3CLyRqY37ykkBWRgPGQQFB68gBZMsaLRRnGBP78L7EMigk0WQb0ywOIv7ISQsgp/SXt/alUCiUVx17lsGhyRlj3USHjhmk8iavWdTA3186C0kadWdPFaakGBRMm4AmI8sSiiwRC6gn3U1kGjaqvxQzyKAUxUCfosGiF1PaJSwQ1pAcgSUEhezoDS8VA8glv2Jp74BTTSau89NPPMuGhw+SMW2CSFQGNSwJDCHKg39MVQmY4ogxg7FpwRMdRLaKG9+rPh8D7Sn27pbQJBurtNrXFzlplkH6ZYpMoVAgHA6jKIonBofAcQQF0yHkc+/+iF8jZ9jYL0qzThUsYgGN2XVhhID24alVEnxKikHecDe2KVEV9jF0EgtHCSGwdButmFpq2RlkzbUIzhwxcAf+QFhDsgU2UMgdyjJwTYPcaSpN0bHDncHvWdtP1rIJyzLR4r2QcZyyGFSoCgHDFYPDBfPMMZaBaU5sUNwyRy2D3//Peh57bjaq7GCW3DAnMWaQMkYtA9M+umjn83kCgQCapo0rTeHhUvJElN1ExbVNY11Flu2Q0S0qghqzatz9rkvZRVOFqSkG5ngxmFUbpm3g5H3xjiUQgrJl4LqJXD+rkT8zfKz6GMsAy8ESoI+zDNy++zVXDPKnSQzatx0E3KBvQQjCmkK4eBtnbYe05RCQJcJBFV/BxhSC/GEWylljSom8HDdRx47hsiV1OEqDvlEYzciSlTC2ZeHY9knNJhorBmnz6IJTKBQmnRgUzMOL+KkmW6xYGiy5iYpWclof/a5SRWGoCGq0Vru1nQ4VZJ7MTFExcAiMyYFf0BijO5E/aa4is5i9NJpamkFW3YddL4wOisIR2JmpaSmUBjd/WEUYNkKRxg14cjG1NOBX8IdV8unTM2gMHBgAIJt0LbOIqhAU7oCbtmxStk1UVfCHVLS8GxQ+XNzAOg7LYKA9xZ+/s4Xnfr/3iMcZuSyq5iOXHONb1qrda+kFN4Bs5sCe+JXzY91Ex+IyymQyRCIRfD7fpHAT2Y7gkv99kn/9w7bT3RRgNHtxbMwAGBc3KK1zigVVGisCSBJ0xT0xOOnki0WjSpzV6K7obBs6OTMtq3gzjM0mKrmJzDGB69SKdnq/tGZKCsLYmIEwbFBkjPyYgUqVEbhB+1DUd9osg0LWTRiwTQ0ERP0K/mKGTtqySFs2MUXBH9LQ8u7vdri4gTk2ZnCMYpAcdB/wPev6j3icnsvhC4XIJkctR6EWxaBQgGCxLMtJ2O0sqY9+5tHEwLZtcrkckUhk0lgGI1mD4azBb9dOjrTtnHF0N1EybxKkwMzcNjRFpiEaoMezDE4+edMmMEYMqsNu+t5Jswz0kmXgfl22laG8sFQfNWfTT3YCYA1PvQyjsmUQUhGmA6qMPub7lCQJC9AUiUBYQ8+d+k1QhBBYZjE7R8gEBcT8Gprpfv8Z0yZpFS2DoIpaqk9kHrqtlpVEklQkScM0j62AYkkEj1ajSc9l8YfC47KuhOIWNDT1AoRcYSA38SmI49xERxGDbNZNjZ5MYjCcnVyu11ExKAWQX1oPLVUw+Wf1D1z13DugewPNlQF6kp4YnHRyuk3YP7peruIkr0K2ivX9Nf+oZaD5i8JgaOPcDQDOacq0ORFK8QG/Twbh1iV68YBvCdBkCX9IParP/GTguqZGJwExR6IiqCEX3N8nY9qkLJuKopvIr7uvH84ysMwUqhpD06rGrTk4EqXB/WgbKRm5HP4XWQaO4m53aer6qGWQn/jV3GMFIGseeR1MJuNa05NJDIbGWJ2TIT0zV4wZvNhNlB7nJrK4Qfmr+4/hNporg/QkptakcMqJQU/P70lmhwiOqVZdeZJXIb80ZpDGV7ymYwUoFHrGHT9V3USqT0YuTnglnzJODIQQmI5AlcB/miyDeN94N2DMkagO+5CL7qCc5TBiWtT4VAIRjUDRYjhszMBOo6oRfL7qY44ZlDbRcRyBYx9+oZqey+ILhcklR+8FR3arlZqFsZbBxIvBy7EMSmIQjUbx+XyTQgzGWga9ydM/oGaLg35pAlpa2zTWTZQumPgp/taJDqZVBRnJGmUhmQpMKTFwHIudu24jZwpUMfoQlUtS5E/OF28WijEDxf18103kuiscy09B70WMGRimomVQyJrFeIHbD9mvoI/5Pk3dxhICVbiuJCNv4ZzictY9ewfG/TvmSNRE/FhZC0VAznaIGxZVqoLpv5uY3xXpxGEDyGlUNYqmVR+7ZTAmcD52HcaL0fOuZZBL6kSq/UjY2JIrBrvXJPjNzxV0J3RSLIOUkaLSXwlAxjxyHO3FlsHJDiAPDQ3R09Nz5GPGTKZ6J4HfPVN0E5fcQ6X/Z8ZlE5n4Kd4Pm+5iWnGv5KkUN5hSYhCPP4cQoNt+fPLoTR47yW6iku/cf88bYeOdrptIi6D6JRzTtQzsMYOEM4k2vmjfNkz/waOvSC1kTfyl4DFulVLbdLCKZnoha2IJkIVw008B4xRbB337E+PSDWNCZo+2in3WDgKShI5AtSAm5UiZP2DexW59nsNnE6VRlSg+7dgtg7ExgCMF0cfGDMIxFb+UwaaYf765QHzIZtCcfVIsg7SRpincBBxdDNJp13I4VW6iO++8kx/96EdY1uHvneHM5LYMIofYQyWfSRKTiovM4geYXtyyonPEE4OTQjyxDkuoOEJBk0fNX0WWiAbUk1aSouQS8csZWPdTLCuDqkTwBVQcK0ih0I09xj/onCQL5eWSTer85btbuPd/12MfwaUBbh8DYQ2n5BILKeXXAYy8hSlAtgX+kPswFE6h6OUzBp07c0iShObPUEBQISx+Fv8mv2n9KgFJRpcEAVMQKVqNETUBHCFmYGVcy8BXhWkmEMI9zrbzh61VNFYADicGtmVh6XoxZmAQDksE5DSmcGeLenF8SNkNJ8cy0FM0R5rdtuTb6er+TblvLyaTybhbuYZCaJqGZVk4zsnZQtYwjHLJ+/379x/2uOGxlsEkCMKWUkjDmgzb/0hEdr/LsWIgp7oBEHULAZhvtwGwf2jq1C6bUmKQTG5E0uYAoEnjfaGVIe2kxQzKYiBlwcxh21kUNYwvoCHsKIVCD2bf6I/uFA4f9DqVC2nat41mqhyt7HQhYxIIq2U3kRp0B/yxYmAJkGwHf7E4YCnovC2dI3uSN5Hp2ZugND7XtwqysqCSUQEOaga6VCxdjXtvqNj4ncOXpBh1E9UADqaZJB5fw8qnz2bP3i+85HghBPmUQVWju6gofxh3oJ5z7wVfKEI+ZRAKOa4YWOOrvGapn/BsIiEEST1JbbCWgBJgWv5Jdu/+d/r6Hjjk8ZlMhnA4jCzL+Ip1lI40az8RksnRRIsnn3zysMcNZ3WaKwJoikTPJLIMInv/CL9/N/ITt7vF6sYEkJWsu7eGtPAGAOqtHjRFmlKrkKeMGDiOSSq1FV/wHAA0abzroyKonTzLIF+yDLKIZBeWmUTTqvEFlKIYdGO0p0GVUOuDOIdox0jW4NIvP8mi/3j0lK1M7Gsbffg6th1+0BFCUMiZo2sMALU44JfWGuh5GwuBZAn8wZLVYLJyJMW16/fwqT1dJ6sbAKQGRweF5vm1pCWLmBWEorZqwREMSeA3HSJiNE00aBuHdBMJ4RRF3XUTgbvwrLf3XsBNVHgxpm5jmQ7Vza6753AL7/LF2a/mr8BxBOGgQUBOY1g+kPzl43JS44S7iTJmBktYVPorqfKFiAr3d+/r++Ohj89kiEZdn0Zp7/KJjBs88bPv84cvfx4YLwYl99ShGMoY1EX9NMQCkyJmkNUtZAmCHc+4L/RvG1e5NDmYQzmo4ggZZrwaADVxkBk1Ydo8MZh4HEdnxvT3E4pdDYBGYtz7FUHtpJWxzsYL+KUMimQhmTlUSxDwN6EFFIQVolDowujJ4GuNIYd9iEO4iR7Z1kdXPE/etFm9b+J31joUffuTNM2poGlOBZ27Dp9Hb+o2juVuDiOKMQK1uHdDKYW0ZBkA+ItZVYWcyc+63L48nzi5N30uNepHrp9Zy4iWxu/4mSHPBcAXiKNLEDAFYWdU+IJ2rrzhzVhsOwsIVDWC5nPFwDBG0HU3SO3z1b7knJJbqLqpKAaHyRrLp9xBT1bcxZAhLUtATqMbMlIxowggRy1kJ/ZeSBQSAFQFqpgflCklwKYzOw55fGn1MYyKwUTFDUxDZ/OjD7J/4zrMQoFEwm1bS0sL+Xwe2z60xTaU0amJ+GmuCE6KmEFGtwn7VKRkcRFcdpDImMqlq+9rwxqcQbdxNrRc4KYNxw8wty7CvoHjdBPlEydldfqRmDJioKoRZs/+GP7wee6/pcS49yuDvpNmGaQGUsSUPqiaCUBAd/AHGt2YgRnA0IexhvNotUHkoIqTf+lN/tNV+6kJu2Z42+DJ9yMaBYt4X46GWTFqW6MkB3KHjRuUXEGBsIYo5ub7imLwYjcRQKC4+C6bNFiTdPuSOEJBuInALYznACZVjZUkajcAcJXtmuVWYARdEvhNQcjuR5aDSKKWsJQifohyw6WKpaoaxae5Of+mGccw3cH5ULWKSpZAZUMIx9rLhj/9NwMHX+r7zqVLM2BXNEJamoCUxjIlVF/N6HFOFeQmVgziuiv6lf5KWjT3t2xoeAOmOfKSLVqFEKTT6bIY7JY0Cur4IPKJ/KZ9e3ePtquvp2wZzJkzB8dxyuLwYoYzBjVhH02Vk2MVb1a33OBxshMhINF/BWHHTScF6N3v9mu/fY5bc6pqJsQPMrM2zFBGL7uZjhnbhK/Ngy/WgHHqYg5TRgxKlH4AjeFxQb5Y0I0ZnIwBKTlYoELtg+kXA+AznLJlYJsaql4FlkCpCRTFYPyP3z6cpW0wy3tePZOasI/OkcOXts3lDrLquUvpbr8TejZD94bjanNqyH2IKhtCRGsCCAGZkUOv7CyVow6EVZyi6euvcN0ZpUwqPTdGDIqL77qGciQtm2pNIWc743zzhbYE9gQuTHPz9QX+YAZfJEwqug+A6fGlCDQ6tQEMyf1tglYvPl8NAW0RETVOwnhpO8pioERR1VjxtVS5lLXj5LHt8d9XKZOoe9ezGOk/k0/3sW/d8+X3k6bFF/b1sC/lPsC244p/WB4hUEx4UAMNAERrAuyyolze+xEe3No7Id8RjG5sU+mvpE410YVMRcW5AOj6+BIauq5jWRaRSISt6Ry35VWeXHBeWQysoTzdn11Ffrfryso+v4bUQw8dc1vivaMppLlUkmQyid/vp7nZDW6PjLzURZYzLPKmTU3ET1NFkFTBevmD6QSTNSzCfgVSPRSc88kYN+AfypPWLXIpo7z2ZESa5Z5QNQtGDtBS5SYMvOwaRQM7wC5anRt+MUG9ODpTSgyEEIxkXLMxrKXHrfytDGkYtkPBnNhMCCNvUchDTOmHlvMB8JkOgUAzPr+KZUio2XoA1BrXMhCGjbBHRemx7e5DeMVZdbRWh+g4ghgMDT2BrvfiPHU7/OgK+PHVrii8TEo+9lhtkFitG7hMDR/6pixlBflDWlkMQrXujVxaNOVaBm6fFMddaxCPu9e4qMKdWfYXF9iYAzmGfvwCw3ftPGz7+nSTW3e0sy19bDXfcykdIWSCEegtJMj73RnwcMbEVmuRFXcmHzEFwhrE56slEj6bsJwkdQh3hGm5fn1Vi5XFwLSS49YbmNZ411rJTbTruT+XX0sPD5b/vrtvhO91DvAbqxiI1d0gfFgaJCi711OK9YkaZsZYL2l0OHX8dk37MX0Hx8JAznVz1QZrqZILDFoafr97f44VA8t22NTmBj0jkQh/HkgA0FHTWI4ZFPa6/U8/4bpHOt73Pro//gmc3LH9ZomBvvLf+WSCVCpFLBajosJdiT02hlCilEm0cvcAaw+4v+npzijK6BYRVSAck47p9eQr9hJCIlOw2L9pdO1LBjedl+pZkB9hZsS977riL3Nfg/4xLr19T5xo84+ZKSMGtp3n6WeW0db1GAARLTvuwR1deDaxrqJkcYZdofRBy4UA+C0Nn6/ejRk4ElrGnemoNYFydU8xZjbzxK5+plUGWTKtghk1IdqHs4e1YLI51+1QVXw4AXj++wgh2PpUF0Ndx1YDvzTwx2qDxGrcgT09dGj/aykrKBDREMUFNr6YD9Unk0sZCCHQCxa27HqgnYJFuNJPrlhq4ZyYm13TX1yEY3S4A59xIImwXirOlu1w7fdX8ceNXXz1YN9L3j8U2YSOJElEqjV2DR0kr7nfQ0q3cNQaZMkduMKW6+Lx+WqorFpGmAxZIXCK33fHjmHifVn0gjsbD/ibUFXXj2/oA4BDIDANANNMjGtDPmMihEU+maCi8VUoWjWZkVF30kOD7uDWKySQJPJZgaLJBO1+Apo7yMlKBWBS0xKht7jce0dvcsIs2t6s26/GcAMRMvSZ4Pe5YmAYo8L1w2f287G73PIJdijMz7pH3VUHi7v32aU6TLZw21dMOdXb2o6pLZnh0c/MpVIvEYNSmulYhoprDHb1pdnYkQA47WUdsrpFWLHIB2S65qyl87yvE0YimzPZ8Eg7WtCmWduOLYolRoru5BmK+30fyRNwSOIH3f+3XACDuyamE8fAlBEDRQkCEiNZd5ALa7lxft3Kk7TwrORuiQUzUOMGK8PEkCSpnG8vZdwZgVoTRCouSBnrKtreneKCmVVIksScugipgsVA+tAum1xuP5IQBAs2+oJrYeZl0LuZgYNpnr17D4/+ePuxtXswjyRLRKr9R7cMShVLQxpOwUbyKciKTDDmY83+Dfz3Nz7N8MZeJF9J6GzCFT6MlHve8mhRDIruGCs+2rexKbclVu0fJtOXQ9uWoC139KJkumFRKMYunLBGW7wDQ8nj4KDbDrZSXRQDgd8sioFWQ13DcsLkcCSJjO3QfyDJn7+zhd/cvoZczs0Lf/rpF8gUC9qVXEThsPs7my9alZxPGwiRRAiHcFUDSGEycfeYLekczxfjJ72Kj0A4QjauE60OsN3SMCOuICOFEU6amuYwqaIYjOSs494Vy3EcfvCDH/DMM26mS1+2j7AWRrPTKNh0Gw5y0RoZaxn8Zk0HQcn9vbbIfrK2wy3FVbPbir+JVbz3nbSBNTAqJEb7sVUTTY8MUdHQCECuaBlEo1ECgQA+n++IlsFYTrdlkMybnNXnsN65DgChFqhU81Tq7s57jXU7ial96AWfK5qV0wFosN3vu/NluolG0hvIxWKuWzrVfdI2QXoxU0YMAPz+RhLFncVCag7DHBWDipNUnyhVnE3HqjWE5sdSJIK2+9AEo647QGSasPxpOnp/iFzMzy+tNUjmTdK6Vd7wYkGjOwvd2fvSWZEQDun0DqrEPBQHshURqJoB8XaGu90bItF/bINGarhAtNqPosj4Qxr+kFruy4spr7AuxgzK1k3QQE3DuwffgK2DrBQtA90mXOmHtElMlZkTcuMLJcvATh5ZDP68Y9QaOJgtYB2lrMX//mkHUjEvZvVwjt1De0ECG8etEaTUIGEiKTkU08Zx8mi+GgKhGoJFv7+x9V4afjmdpSHXxRMfPIDjyGzc2Ma3v/1/WJZGruhiCYeKYmAlxrUjnzZRVXcAq6hrQohQ2TIoWQVvrq9kxBdEqaohPVwg3eTn2pp388UFb3K/O1vDsVPIoQw5GZqFex+s/c8vk+zPHLHe0aFIp9P09fWV8/Z7s700hZvI5d3Z+4Apkbbd704vWgYF06YnmS+LQZdwh4H3NFYCsKvoKrSK5brttIGx/0D5mkb7wWNqW2Z4mOqmaah+P+n4MJZlEYu5E6lYLHZIMehPF/epGFOI8kQtAyEEmx99kA0P/vG4zpWTFrVDGh3KgvLrLZX7abXc722m8ziOnMcyhDuxKoqBL91FXdT/ssSsUOhhU2QTLywIQd1Z7otDe152u4+HKSUGAX8DybxN1C+jyA7mGMugIlSyDCZWDDLxAuAQrq0kn+/A0CT8xZsgFCvWJ8rWYgb6aNv/daTiQFqyDErZEKVaJQubXP/0zt6Xqn0+38mf7Gu4c+ByAIY0EypngJUn0zWax68fwwpnVwxGFzlFawKkD2sZFN1EIddNVLJu8r4MzXale01HIBWT+l3LwI9iCqbLKvU+97sfKMYM7KSOEvOBBGbfS8Vrc2ei/LedMunI62TX9R2ywF8iZ/Dwuu7yv9ckbQ4k9+IY1YCF7ICkuDNfSU0gFwcyn68GSZIIFn+r4MqvAXBWreuPTSYOYhiutQlgWRrZXNHVFJ4HHMJNlDZQFHcAq2xqQZIjFDJpLMNgazpHS0DjkipX7LurmxgazrOm1r3+ispF5HwStiUj+/p5fs97AJhjub/Jwf3drPr4r3n+3iNvmvNi4vHRuEY2m6Uv20djuJF0yt0YptuUGdTjaFp12TJoG8wgBISLYnDAEjT7NebEIkTzWXZbxXLhRcsAAZnnRgPlZsd4y+D5P7ax/uGDo+/39eE4DumRISLVNYRilaSG3Wc1FnPv/4qKikOKQW9x4D+rXlAT1pAl6DvB9NL9G9fxxM++z8o7f1K25I5EX7aP7ox7z+UMm2m6e49o4dHxprFmJ9W2hOyTabW2kC+VtR4uQKwFkCDRQWMs8LLSY4eGXFHPBCycGneBLYO7j3DGxDGlxMDvbyRVkMoDv26MBm9eHDMYGnqKTZveTS538ISumRnJE5KT6Pt7Se5ejanJaEV3SEkMrEIFZsiddZmS+39RHJS6iyZic1EMWqqCRPwqu/peahnc072f30rvYnl6F4aksrbzCkTM9V/rfaP9SA4c2ToQQpAZGS8GsZrg4S2DYsVSRZPHWQZxeZD6YnpkQThQXJlatgyAGaaMJkvUaGrZTWQnDdS6IEp14JCWQe9IHlG8hpwy2bm1n/h9e0n+5aVpmhva4wSK8V/hFOh2/AwYB7H1RoSTR7MEEeGuCZB9ceyiRVZaSBayNS5MbiWccmdXVT7XKjGsXnQ9Ur6ObfswihU+y2JwKDeRE0fzB6hqrC+vGejv7+DZoT40o53ZQfd72RWqRbVhT2B0pr99ug8hJGKt24gX3HunWXEFsC9cw0JrgJZNA0fdK2EsYzNy7vz8ZxmJ99MYbiSV3oqkVpKwJQZzg/j99eWYwb7iFrHVmoWOyt68wVnhAIFAgMbUCNtQ6RzIIEwHbZr7HSV+92sAtOZmjIOjAe9MXGfDI+2s+dN+koM54nffw74rr6L/nnuIUEmkqpZwRSXZhCtasViMXc89Te+2zSSTyZeUvuiO55AQhJxnqfIPoSnyIfcF2PTIn9n0yJ9f8vqh6GsbFdh9a/96yGP2ZAvsyRawHZu3P/h23vfI+9zvN2tQX7SstNAwmEEi+QCRmm1UOTJaTKWKJHa0GJcbLoDqg1izKwYVgUOKWT7fjWkeImYy+Hj571wxFd0Tg0Pg9zeQNgJUhTQUJYReGHU3jHUTCSHYtfvfGYmvYs/eL57QNTNDGSLKIOn1e0h+6acYPhml4A5woZj74JuWDzPgzhoypptBU8rKKd3IJTGQJIl5DRH29I+3DIQQ3NHno07089bhneyIzGG3tZydXe6Dl+3fi6q5P1dpt63DoecsTN0mMtYyqA2QSxnlXdvGUqpYCiDyVtky6BNdVCoyIiRjCgmlaHQ5eYtQRXEwM90HpcGnjnMTKRV+fI1hzJ7MuOBoVrfI5Uwi08JoioyUNNi+2x2k9PaXPhy7+tKEi9taCrI4Wp6ClMQpNCHZKfymQMNN15S1YUzdQQjw+ercfhPkDYNPAXAgvww504miScjqCKpSx4033sgVV1yBbfux7WI8KjwXkMtrDkrk0ia2MUxV0zRCFf6yGNzzwqNYcpj+kdU83u4mOAxFXIHq0wTnJ7fRKPLsbXG/s1BdF0ndnSFHQgVq8gl6Q9U4mX5kIH/g2Hc/GysGiVSaaT0+mgINxLtWEUjWABIDuQH8vvqyZVASg4agICEF6SwYzA8HUBSF83oPAvDMPvc3CcyrRJh5nIx7v8rRCMYYy6Bt4+iErGP7COknVrjf1ZoC17W8j2m7plEZaySfSgCuGKy6+1dYKVcIXhxEbh/JIZCoCw4TVQ8ihGAgNT6u5Dg2T/78hzz58x/Sv3/fUb+jeE8X/nAYfzhM586XbqVpOoK/2bCH6zfs4U9tf2YoP0RPtoekniSeM6i3ZbTAMFp4GCdXQ5VVgRzup17OYanuQC9q3PstVdrYqnIGJNppqggwkNaxxwi84+isWft6Nm66ZXw7zATD8dX4i0kceWcEZl8F4ZcugDwZTC0xCDSRMqJUBgV+f8O4gFhlyH3QknmTRGIdut6LJPkYHl5JJvvyTO+xZOI6UXkIM6vgHBjE9PndEgJCEIwVV+kKsIJJZDlAUt8IgJMbbxmU3ETdiTzbupPs6k1jjsnLf2Z9L51WmNfJqwkbB9gbms8LVQJnoztohPQhZixxb4rkwJHFIFNM+YxUjZY+qCimipayo8ai56xyvSE7Y6JENFJGih6ngwpFwq503Sl+JPDJOBkDM+wKRq3u3uQNfo1+w8TJmQjdxqr08XSrn3zBGrfz2/7i1qQz6yIsbo6hpUw2BQRKzIcd17EyJsNjBGRXX5oqxbUiJKWAHCy6y/LN6Goenw1SLopAQ/INkVTBMYP4/a5ANMhBXj28hX5zFn2FShRsqquGULQClZVzOPvss7nqqqtQlQhCGChK2F2VrFWNS1AQjiCf0jFyg1RPayEU9SHJ7qx587A7IDYHq/llVxWaqZOLVGLJkNMkFmXbuEDN0l2tIoBQ7TBDCTfzpCo6RKNUoC9ah5Nx/fzxe3aXJxNHIx6PoyoyCIHjC9Iw4mdW5xB2QEddcRBJCAbzg/j89ej6AEII9g1kqAn78DsF+oOVAJwVcicOrY5B2LHI9bsTHv+8KpzsaPDYzmSx43HsVArHdtj8RAcVdUFUv0JvW9K1GrQwfr/r4lByMs3MQs9mQAjCoSDpoSFkUy+3fyzdCdfqrQ8lqA4kMGyHgfT4mXW8Z9RtuPmxo697GOnponpaKzXTphPveWnZlJ3ZPFnbIW07fGnDj8qvd6Q6GEoWqHEkImonvvAQVr6WivBZIEGsqpOsXRTjmUtQNJmRnuLCvqoZMHKAxpgf2xEMpvOk0tvc2lHJLdh2hkxm57i1LNu3/wvgML3LfUbzhS6euvKjDJ3z9qP2cSKYMmIQNy1+PaCQ0CuoDRn4/Y0U9FHLILOijQvUTkaGB9l/4JtIksp55/4GSdLYseMTOOke+NWb4ZF/PeZrWoZNLgsRZRAzryHlLCRRjWQVQE+7wdmAgu4IrMAweu/Z7NpUTNcrBlG7E3mqQhrBYibOfRu6MG2BAP66v7iYJ6lz38NtSELw6kwCCYtk5Cx2RAWRzuLuSsoIFbNUVL9CcvDIbqKSO6jkJhJCUNXgBrBHel7qtsmnDTet1LQRuo0c8bFjeAeoBiFZIltcZBaQIWvmMRIFEkH31qkouIN2o1+jTzcxR9xr3xd2+EeR5uPnBDHGzPif60oAcFETLJkWhYzJ+gqZp8/bjSGZPPT9rfzuC2vZudpNkdzdl2J6sYCaFjRR/e7WoqFCA0NF62Rht4WtNSL7Bxjyg5WvLOfWtyohagpxfqLeQFuVO0DFQq71Vl+/sNwun68SWTZQFXeFsN9fV84uAncthnCy2FaBmmmtBKO+smXQnXddHcHKK6jIZKhKDkNQY6BCQUgSy9K7OSekUtAkElUG/oo83Uk3A6061oXqk+kLVSI57m8jkgaFXcdWs2hkZATVMlFsE6mygoZ4gNiQKyq+gxJnDwTKloHj5Pn8n7ewum2IWdUhbD3HYLQSgEXFbKdAIECFqaMNZkCW8M+IYetuW6RgEKuv6GZr76BzZ5zMiM65182gcVaMvrYEZmcnSvVsAFb1348UVYmYleA4qBLkhodwbAt/MU25t6uz3BchBLliOY2ls6+gJpgBJOI5E2NMivJwl2uZKKrK/o1rEUeosiqEINHXS3XTNKqamon39bwkjXdtcvSZyMoN/NtF/wZAe7qdwa4MMhI10i6UYAIjX0u05iIA/JWdxO0hhkWUipazaJgZo7dUD6xmDphZZvnde7/twI/Z/PTfc2D/d8nlRlNzM8UyIbatMzyyiqjUyO6ecwGJVKaNTz79ST7/3OcP27+JZMqIQUiRWTESwHI0aoI5/P5G9DFisOavz7NY7SO7/1kSibXUVt1IdmAms2d/knR6O+bK26HtSXj+DkiPz20XQrBz1UrSveM3T0kXB7aYMkDNB24GwEi4M3WKsyW/z0YXoKtDbP9jlgNPBsmrSeziqsTeZIGmCvdBMyyHFTtHrZlHt7vt2LO2l1r/IH99PMM5u9wbW4TnkPIF6dp6J4YURQoN8WElw6rzIuWMIiEEWwe38ue2P/PltV8mXwxG9hWXx9e2uoPVyN27MX/r5isPd42WJHj++efZtm0bmYROpMpf3pNBiWhsG9pGXbHkcqJowIRkCQuLwnCGIc0VtGDOfbPRp5F3BMPFGeWzxY2A1tUopDpHxWB9b4K/O+t+LsneyAU197sro3Wbzw//jn9u+RadxYepY9swhuWwfzBLXdFnG6lWiPr2gxEhnDUZjrnxjDl9FqZvFkqwm17FIJttQSnWBao3MjzGFZiSQrtcCUBQdV0FDfXnlNsVCFShqiam5Q7SPq12XF5+LmXgFGeB1dNaXKtQCoMkky8GsF/IK5ybfIaqxDDDfj99xc3Mlmb2sLyYWz/Y6n4X2/1LCKp5orFeKvwWeSVAuvk15etlN4xfLXwohBCMDA9jpRJUV1RgqSpzl4ygp9zMH61d4tUHfPTn+vH560noMX6xuptk3kI33fUjwxWV+Bydn6z7DL/c/ksCgQBadoTa9BCFSh1JlaH4nAXOPQeKC/iM9na6d7uz+tnL62icXUF6REfXYoQufC0AcbOP4Lxq/DkfMjJRn8ZQx0EALrrubwFo37MbhGA4o7O7P01Qce/PedPm0VIVK/d1MKOTTu+kUOhhuNsVkPP+9s3kkgn69h/e8s8lE5h6gYqGRiobm7F0nUx8fKmRVfFRl21FxYW8Zqb7O3SkOkh0u/dzTbQLSRLkUtUEGi8DSyFQ2Um/yLDJmcu06hBNcypIDuTdleo1btxprtyHjA371jJ71dfIPTFCLj8qgKm0ey/m8wcBB2OomefERRQKUXrjmzEcg4ahhqPeCxPBlBEDvyyzPOimbCnqEH5/I7adwbIyODmTdtl9cEOWSVh6P6t/+hr+8PVNDO50axnRuWb0w3Y/PO6z9639KwfuXEXi27so7HFvcGE5pIrumIg0QHT/dxCaoKO9OAspFhjTFJ28bZIYU0OlPb+xbBn0JvLURf38z8M7mf9vD7O1K8mHL3dnThva3WttfPBnhDf+nHi+i2iyGxN4avD3IAQHmlux4jYiMky/pPJ4q8KTjo5l2DzZ8ST/76H/x7+u+lfu2nkXf9j7B4Qj2Luun8bZMUIxH8JyyG8eRDNsgn6Fx1NpDuZ1BgcHeeSRR7jvnj9gFmwilf5yNs8La/rY036QOZKbI54oBWUVG0dycLImnYZJJiChZd33motbAXZ2JxGyxCazuD2kJLFtaFSA/LnHeO2MlQBEbde/LKdMDP9CqlMzCMluWYyBjjRtgxksR+Ar1nqqaw7hhPpwCi2ErTRDDe6AX5VxcMyZSJKFqXTxA+tGpq3cxDvWraRjaJA2ZgKubzhBlKi5CQDJmVluVyhUiyQJLNPts89fO84yyIzoiLIYtNLV1YmQLZCDCK2FsJ6nKptiUWYvVclhMn4/fXUWfkdnXq6dVq0FyRF01xW34kyGaQoP4ov2M910xX2gaRmO0U9Btcnvi/Ou+97BX9r+Mu5e7SoYHMy791Y+n0c3DGRDZ/qcehxHoWKBQVcujzocJjj9LM7ZUaAv1YPfX8++xKzy53QnCwgB6coo1dktPN21kq+t/xoH1APUFgYIL/s0+876PPFCnFzWFZf/rXmejqL72jh4kN62BFVNYQJhjYbZMeqX3U38b/2odfPJ6sP4FBvfzBiSI1Hpa8A2LAbb94Mkcd5116M6Old0foPMl2Zw03/dydt/9DyqbONXdYzQXGbUuckTfqXA/oER1q77W55bfRndu3YQqa5hboXbmP0b13E4En2uhVnZ0ERVU/O41wAGdJNV8QxXVarIZj9SaCFV/iqiWpT2VDvZriw2gtqQKxhGpoa8byZWsh6tspMB/Gxx5jCtMkjT3EoAevcloNYVg8T6P/EPNSuo7D4bgIoDl5NOvYCiRJDlAOnUC8DoYtO2fveezmWj6LmDyELmillXHLZ/E8mUEQOAebizK1s7SMDvPrS63s/A7h5G5AwOAj8O6x88G7tYlmLjg0mcXBOPbw7wrHQ9Qg1Dx/PjPvfgk+tYWn0FEhLJVR0IIej70VbMu3egABVSD5IMWq1JtC2LEDAy0ouZzmKrDzCSuoOujaOZKV2pfZiJLHnDpi9VYE9fil+t2E5zRYB/vGImn7wwgF+V2T+YJZdKkujdCAj2pTZSIe1mr8/PC4F9qPoeOl/1Nqy0w+x0J3Oyv2O6pPDYkiBbtvTzVKcbGP340nfwNzGD57qfZKQ3SyauM+fc4qrTjtFZ+UCVzB2tcM263azfuhUAuVQ/p9JfFrDO9jT2CzEWi9mYQjA0mMdRTUb8A6iygmrJdGQLZIIyTnHhWYPjDtg7f/M/HBx8nLhlc2OD6xffYhmkHl/B3uteyw3+X5AyopC/HMfppTE4hBzPMrf5zVyafBWviWm8qjlIerjAzp09zMjloBiX6K/qxfQVMAszqI7E6alxp94KUNnvDhxOk8XOlpk4yKzIVPLhxhtAdgh2urPHNmc6NWoWI+Mj1VUgtaIdoztDKOxaUYWC+zv6fQ1YVrpcwyg9UkA4w0iSRGVjM6tWrUIoJigREtFKKvIZXt22jYaRQRqKlmdvncqCzH4env4mereNUJu26Y2E6Mk3InQ4K38QNZBGUVx3Xm8ggpTayFPh55GFRKxb43PPfY67dtzFtqFtrEtmuWrtLl67fjdx0yoHj4N+jVClW8MqlaxDCjqYBxZR+ba3Ud2f54a725H1IG2JWeX04JG8Q7dWhRn0Qcp1bUa1KM/xHNdIGxCKgRbt5pdbv0dPwp29ttdLPHyea6Ul165joD1N45wY/bpJrKGP6rNW4FzbRd6IM2T0EMnmWVssbVEbmMbAUJKBgweoamzCHwpzkbKTZnqI2Em+pd1BJpcnawUpBMO8bWeGGY3ugFrhS7Gj03XtCRu6d71AQ7SSxMc/SVQ32bf6WSwrjW2/1H2a6B8Vg8qGpnGvGY7D3287SMFxsIfvxWfspc+uxBSC6bHpDHfk8PUU6Aro6EWXpJ5sYaA7RyY+j0CslxEi9KjzCTvQMD0CEvTuS0L1bAQS1tAeamNdRIaWAyAJlVyig1BoBtHoIhLJ9a57rCgGTwbOJVytkM7UEJTzzLIqmTVtFqeCKSMGdibLvieeR8IhqOxEV9zBbt/QOnZtc/1uRo070x5hkGXXtPKWT56Laei0/bmF3ck61u5IMVKxHLrXlz93d9cQhfh0TBy69S70fUly7SnsjjQBW2K236Y60Es+HEbOSvg7DDo7K/jt13/LH392LY1XPUbzRd3kB4M0L2ph4ZWXMJIaIZdIs7M7gSPgqrV/5r4H/51HzrH4tP8PqN9dzuvqRjBtmxVPuxaLKvnozO/BFr0cxF30FMyto21GAyNUEZOyVLdvYEF+gEAhy/d+8i16H1zDxfUXs1zayesqLKYV1tJdtGymzXcH4tzmQZCg6qb5PDfXDShnbYcfJAwEINvua5EqP/liPCFrC2r7ZjEj10hcuEF0gy6URIqApSEjsbM/hYio5JIGTqFA4L/drK3OhmlsLrhBurc1VhMEdoQFvZ/7N9KV7WhVOm2bFkPQXTF7Tt1W5ESOg2aUWZYr8BWDBa4N6Mz+zAf5aNtmAIST4Rd997j3QqGFSF2ekWCw/Ds29lZjqnMpzLkEBZuvOB/hlvRdpAJR2huqyfsWIksSu8Qcai2dwohG5r5tpFZ0MPyrHaSKweIdfW4GSyjsWm/ZbBtOziTZl8UxD9IwZz6ZbJa9e/eSBnS5kmS0ClWWmZYYxB7x8f/C7uDaF4wQCVbz0Rm3smdDO42ZHD3+GlanXJ/z8h43ZTASKBbAw8EZ2My9NY/h4PDOvjfyqc73cO+zv+bdD7+bL+56gbTtkLIcvrHzGdY9+z0AZi1YBDwLkkMy2UCoIU8m3UzV22+m/7XLufwFh76//yS7us+nRkCrVczOSjhctHUNlrmZv5n1N7xz0TsZYpDm6tGNZ/568DfEUiYC+PP713DNBz6PAAa6Uzi24PtmhnNWb2fjwfvL56SjmxnUu6lLCH68Yj05HGqCrYhsmr4D+6mbPgv++j2ucJ5jn7mY24y/Z6l8gI+p95KxIjhBlWHTol+dhU/W8Skmu3tc10puKIhlWFS0u/dYXSKDFdzJ089cwHOrX/sSQRgpupQiqoavvQOEINnvivXDQ0nWpbK8PtzNwMEVfDI7E58h+LdPf5xaEaNi70yE5PDv0VvJVPYg6zHMTB1tGwbREzOQZYcPxp7kw9IKsl/9J+J3bKS2OcyB7TtZt/kW9EAdtcSZqRVQzAgx9ec4agHLTBIITKO+7jry+XYSiTX09m7BtH08OvtSfnj2daTT7rNwhaJTX1/PqWDKiIHs09jQk6HJP8B0pYN/b3dnsd9f92U2HHyBkGZSX3uQhBPADI6wuzJPXh5BmI+TTWRYGHN9sE/vB4b38au121jxQjsf/u5KlsnVHJB6OJDbhuxIbP/Tegbm/5Zc5V5m+ASSJBixBUbKdYWsGZmDbqepmO+6ESpnF6hfZrD0zU28MJBDAO3pbXRsP4jqWLx53zMYmsZjDzzAY888j4XM6/y7uNm/iRWbXBP33LprEY7N5pFp+BOvZlYfBPKb2BaVWV+zEEmC13S8jtWWj+ue+hWLEjtYtN9P/FmT4eHnAFjsz7JzWzu+oEpNS4Tsuj6ya/uQYz46LZMNzRrntBW4TNFYU93Erktfi+KEyfgS3L73x6zdvAVHCLYtB02qYa0SpKOYB6/qGmkjjkYxhTehU1kdIJso0PH+D1C98il8tk33uTewffFyZNtm/rq/cnYgwPawhZNKknjHAshLnP/gAWRdQbL8zKnbipRXyWcsKpzi6m3JQet6Hi0zzHD9eQQKQzj2EDoakiNh51vxNdnk/BKmatMv2+Qsi3T1+0CYzGzfhrQvx7LNPTQnBnl8zqXsnL+EWHMzHco0wrpFRbyamBlGjvqwEzr5Te79ZOo2mwc3EwnPByCT3kP/dzfT+exWhJNkznkXsna9OwsfkRSykWZsRSXnCGQhiKoK5xV2ITs2jqRw9Z5n+feH95LsVZkuHyAvhVg3fD6ScFhWLH9dGxpEA3qETf5gF9XxOFl0pjk1XJk+n//u+meE5bCj67f8/bRalmt9/KrXz871roA1LNoDZAg7OqnBFkK1BfoHB0CWMT/xPr58o8xIuoVeM0aDqfJ6M8BMa4CPPPxz/vf73+KWZ3QubriGt85/K3M0iTqfyXNJ11p5ldFItACSFsLJOFw85yrSQUjK7gAlGgI4QKbnAfSkhm3I7K1aw4yqS5h//mf4eDzPiNVLrb+ZsJ7CzGVobI7Bo5/licS/8OjwlxjRr8SeeTnvkFcg2SCKmWp/fGIdTZE4DioHhrJEo0twul1rIbJ7D4HFi8ldHWPG1d3YtoNp9rL2hS8wlB917/W17aGqroH+v/8Aff9wK7NyJk7XRtj+B54aTuNDULdqBT9v+yJv2lTB51/II2Zcy9lrp9EQn4Ff6+D3/itJVBlUpKcBEt1748wxWgC4pvJxamMbcSL3IiUfIZZdQ7LfT2JkN915HzXWQmoKSwAIyJvJ12/B1tLIg1FqtdcjywH2/fUL6LueppAO0Tw0QEbS2BhswXFkXhXow6dInAqmjBj0Gw5tFdNYZu2mmhGez4axUImNzCdt52hs2ovUdhmdTiWKkqFzxa+55z8/jZHdheK/gAubkghVpivlziZX7l/BB+99gZvkAjIy7fHNDKR24QiHiLGD+MxH6Vz+LfxBnbzTQjRhgSQoqDKdvjBzF1Si+B3swQa0UJ7myKXYT1byjtwyYlolB9PbOGvt9/jU8N2oimDl1dewrb6O1ZzP1+wPsa5Xxi/ZVNkGQa2SmcFVNAVSrB+ZRX1uEbMH6sAeoFcZ4JFplwCQEzv5wK+/RsNgD09f/CZkJcwVg2kkycEMvo6wJDPclqF5bgUibxH/UxtI4CQNfrK9B0eSuGhPgZueOsj8rjaeVkJsrt/P75bfzsbsbzGNfnr9BisaJX59hc2uV/2G8DX/SKB+J5a/hZyvpfx7tOZsMt1tOA48XzifzFs+w7QMbKsPsOLCy1g2nCX1X99keUiloyJEpmUaZnAPHV3TaRiKc979GfyJBmbHOnmVvIPfbPkU9Vo/O9Q+bp33OTI96xlsvgzDX0lrxxM8FjIpqBlCqVpwAuQqoiBJjARAsnppjm7CDrTS2H0fQyMxGvbZdDkzufngg9iyzK4Wkz4jh06AODFm5xVsYbFhucVAo2Da4GIAIig8tP8hBvam2ffn6Tz9gwfIDY6wKbOJPeF5zL7oMtau38igEybWpJOsdU348PAwMhbnVHSiWQ7RvOuOGey6AiPlZiidn3Nddn00cU33Bgb8TQghEY120yhJtEsmwjD5yF9Bwi0Otyr3FDEzwuvTFxHIPM0y6wneaXyBKzavxJZCqHKeXOEvhFfINO/pJG/7EbrCZRV/xfrFm5gRbGRfSyNPn/cuapUkM8NtxHR48/71oGhkzne4JmNTlZmJ7dhcE3YQQuKvyUrSlkKroSMLsIIV/OOfXuBN39nKQEMzmehchGLzu+TX+djBx4lG4yT3NpHpqaCqvhOfT2YLBk3BGdSotYSUCPWSRjIcY37vN8jY1ezXXwXA0myQv+avpkLOcbm8laBVYPGBPTxb2US9liVZiNKeiBKzFxLfkkYNWajNBoV9e1DPbcdxZNatexMjI82khu7lpj+/n2se/zV/6dhM7769LCgUMHvcctpzewa4IPlr+P170Het42dr0/xD/1tQmoJk5TSXD9o44Tr+1ryav/XXY/hMfHUDIEPFlq0oIoU/adCUmwkCDkwPsXF5JevPqWSD9iQ7DjyGlVtFbng2B7iOnHUrlR3X4WCyOXEWawJrAbB2+dj3jR3UyTfwQn8eUW1R15bil1//BK25bp6Z/moS6XrMmAL7VpzMobXMlBEDzafyHu153ti/EoB6KcEvzH8g0Hc21SKE3X4pvq7ziFuue0RKxXEcwdbFV6MGL+UJ++10BppJ58BwFF6393nq9AIXiBg5O8NIfDvDqp8Rq4tgZjqBeB34sozMeIQ+6zOENQepyaZ9ZgtCElQsakPoUVr2fRCAuJOhq+MsJMmgIXwWSXMINfdqrql6G0+8/gbiVRUs3raNecMd6ETRjEq07GwkScJX3UBz8BFmRZPojsPu3pVsXv4BMlXvxJd+jJ3xxaRFgFl6B6qwkYCB6goyscXoqQL5vmk813kjmf4FiIKP1gUVxO/dA5YDmoxT5efBZpVzCyaNKQMGZF7/8K+IZoZ5Zuk1zO7V+PgjC1mQnUuX08NbNq3k1vj3uZbHkGWb8IV/4LvX+zFqKtgQcl1y/7CtQM2I62cfrl3ChqEWGnqz7Pfb5IXgE/sU1HlvYcbdP0HIMpsvn4sqGZhGBbLqkDrooyp9gArN5NsV3+RSfQMt/n9nu3qQVDaBOnKAgzOvQ0FnWu9q5iVXovsKpHJXoqkmOwLLCPePMKw7hHKrWHfuZVQlBrlu1WbsXDcNIR8mPhp8vSwRW0hEp2F2uwuUHjQ+RlWuhs7sXh78y6M8sy9LLuXOdCv9Bvb9Nfzlq9+gKnUuQ51B3mH2cHfDq3m0/lre+ZttmPksGaOW7c5T9NW6mR6v3vEMr7FWMkvtY0vuBvd3NQW1CaV4Bzs0KH9CMi2c+gA3Fp5jYHE9vrSPYPUBpguFDkVGCdvUdmcxC+5G9VWFAyj1n+aNVo6FAYOq3i9QnR1m6bb1WKEY0bhCzf/6qbhfJZD3gSTB2loWBYfQ2lcSfPJPvKbrWqzqzbzOt4eG6H5MqYBa9ya23fy3dF5zLukP2bQ9+m2+sP6nLIoW6IpfzbThyxjJh6jtdt2O+ypqWNEZpyueZ+WMSxmuWcx0Zx3WpgeY3eG6754dvByt8zUIX479536Rj5LiF2YXflx/+4zIYm6ctpmK5BD7Cu72kK+t+BqybLHvuTCGo/Am5TkMU8GO2wxV1RDtTZK1QmiKTdsPtpLUfUSashiLHIaucKgN6bTvmYepB9m3/1xk4LraANvVxXxk60Fmi4PUrluP2lSJ0thIbX2cYNHavXVrLwviEg+1rEYs11BMBUOC8xM291cOEVMkFgZMmmbuwr9DYvPz08kmfkpG34vkHEB2BPmAwr0b382z+y9GOm8QSXWw9U20r4jRX5jOGnUvEgp5K8/TiWqGk+7ETi7U8VdN4tMPLSP5UDMiClK/jFWI8uFHn+WszgADyfMxgzC8+RcTPJoemikjBl2Dz3DJgt/Q1OmmHs5nJ4XOGrKaj98tu4j/ufASRuYeQCg6wraRwyEeq7mG12T2UqV2MTR4MfNSQQKOzi96v8Rg9wf5cLIKI1hNm5LkmvDVXD7tveSXPUB8+uMoW64l07OE+IzHKNSOoHMx7ctN2iNhWub5sKqHyB5cylo9iVWI4G/ayoGcj0elAZ5yMx75TXaQ7wXbSfsUHCvCzIP76fGdTe3gxYQzs/AnupAMnYGKACkRpX3kjfhNi4TVx4fvv4+QcwEXyNPJpkZ4zlxIchiySpCMFOSqZx7ihYWuKW/drXLdN/6X2V/p5pzNX0d/4A8Udo7gn1sJhsPdNRnifpmW5x9i3tYv0Lr+27wm00hz3104ai0dc77EvrPeRxCVdqmPs5esYNbMLYyMNNO75UbqQge4sPBb/nv2f/Fv079LTjZIKjAUDWHLkPUJ1s7zs3+WwJEUrh0cxk7FGYquY8kad1bzwgVVSBa8L/EUoVaZTE+Qlj43ONtRG2Ob+T62BOL8ZfovefVOQU/zJWS1GOv8gu5IBW/avQUtW002eQ56METXcDPWtgLzpCFS57yWdLSSC/ZupC6pMd1ZxzppCQoW1w1u4jWZlej+II78KqqsCjq1PIPWh8g3zeaCxiVU1PjpjexG0StYljqP16v1tJ7/YQaX38jsee9ED9Zycaqdq6U8u4ZNdjuNXJBs4ZzuZXTW+ahIJVjQv4dXKS8wSCXfb30DiZDC4g6ddNBgd9NDgMzvd/0/lKE81Gjk3jfCjMr9BFMW/spOpkk2adth83kLyRR8PD3o7sEcqZvNjuUD5BY/y4fbNTqemcvu3y+iWleQZIn5OzYi9wXYdO776Gm6GQTsj1+OIUmMKBHC7d9lVsMGfKE0nXYFTi6KExihbt6fSHZcRu+aD9D97D8yY9azvC39M1q2mVz8yJNcuHENZKsIxt2Bc6axja/v/gH/k7ufcOwibMXP/NwKHt81j+DCLIV0kEfkC5iTeR2V295KqKqPd837Iz/RouyWehFCsKxKZanSTdauYkvuBqJKL3MDq6lteoqHLlrCTQvu4PGFV3JReheL9hZ4y+oM9UYdNUJippZlV7oWW5LJxBp47JLLyf6tSSAr6Bs6nxlOPfNTy+jpXsj5rOPf898hGIqSmX8b/sv/Gzl6EXZ/L5VLdYyMwlPS9VTmzyad3UJif4zcnwdRJIXt1TqXDthIRpL9hkmw6RcgQ/8L53CwthIQZDN/INX0JbbFz0KSYKM1k985t/Bl/bP0vnkuRkBFDTazNxjnBbWd7aFt+GQ/1YEraAi5mVkPDM7gK04ePZ7gMr/rKl5pX8SmZR+lYLyWG9bnCbW5heoebhtNTjmZSOIEC6mvXLmSW2+9FV3XufLKK/nhD3+IoiiHPX7RokXs2HHo/ViPROeBNv5j/S8QaZNQMEghF6NPbmJH82wsRaPCdIj7ZW5b006qfyVGZSWKs4DagdHgi2MPY6R+SUBZTFXLclYubOSBma4lcWFvno/aX0RM240E+BK19O86i9CCnfhjcdRdV/NCu4FZITjrPHeV8bq1b0IIhVktu2mZvZb49qvo334LofkP0b2hg1y0Gl9jI8GEnwXGdCxSJJjNiJpj3YwOlm9+FlWrINfaiqaYXLzuadqDtXTMW4jQ/KR9QVbNXMZINMyMkR4WpNtoLbTTlF3KuRoUCjnaXlhHp5YnNW05BU3hrU/8hVg2S2L+uVRFZpEoDPPRm9/MYCTCbz/3EUJGAUnIJCNRfnj9NNK1f8OGecuRJIlPbn6B+hk/pba2i57dV7J/oJlUvoXzLvs+Pi3D/3Q2kyvU88X4VWyqX85P54WpStvk/VDwKUTyNrfk7+JseQMVq2ugew+tm2xu/uY3Cfuy/GDvbeweupBpwyrVD63DXnIuA+/owA7G+U33RWxgDecfELxlzeW0z7qJrDzC75o3cm3hIA25RkQhzXdjbySIQUukjbfm53KFVMvbLgkTNQU/eybBA73fZDhqEGs8jxarlzdIK7F9Nktf/Scu6TX5Z+PHpBrX0n/wAs7qvIHpohoJiTwmqmKi2SEebJL4z6WjD2DAcjh3X4b9VRkGKutxVIWzt23jJvkXZBZGeMR4K/FUlHn2M+yNnk1X7DyqCgne86jghebfsaV+NW954RPE9BoefvVTbGt6F3O3bqWzt4ZLm3bzniXf48C6f+a/UnOpnmXwxr33E501wuv73ozfqWH/xZ9F8hmE90FhXYjM0GJ2zp+BEILlvTPZF56Pg4OcW0O8OY+taiyvfZLwsp5xz1CqbyEEhvEHMqT2XU2h80KMbB22o6IERnhD9D9oVNzVvYYq8Wy0ipo7A2ybsYRVF15EZ8M06hM5lu1rZX73/YjZGzDPyROdlmP9ntfTe/AGPkmQDfGt2K/6EbHpGe7c+HYq+qv5tLIUVR5mSP0NX6+7lQOVFTQru0g7eV6oW4buD6LYDhoGBSXAlVtznLsrR01A4hq/hiwgY8YxRYHU3EfRFzyDYih0vvAm9ueCzJMWsaEhREX/Gs6dvZ3QtC0UjBh/7v8EH1yvkul8jBnT1jOjrp177b+lxnw/c4TCwewT+LJV+Csa2ZeJ80LtMB1LXscjzRqNehfv9f2Eufv2sX7zNOSMIKYPsGpJkI6GMFUyXD2rhm+LT2HLo1VWZ2R6uHnDLuxgF2cteIZQNI6caqZy+xvJBX5Mk5nj+XwrzxRauWHNLiI3Z0nPETz25L9wVnwRc/f/HvmiYZ6y5nL11feR6VzOm95398seM0sc65h7QmLgOA7z58/ngQceYNGiRbztbW/j+uuv593vfvcJN+zF/NcPv4Y6ZwOdhdnsTy9iT9VMMv4wC5M5Pro/TlMmwz+c08JIMMgn92wkZ23EbwapHLKpTPSgSxarlzaTr5zGlppFHFRnALBcrKeOQZ7AXSijYhGwdC5WnuU8aS2VxPHbOsJUEEImEMziWBpi21tpGFnOAW2QNRX9VC/cS5I69OELmT7iw9JH6FGG8AuF6vASnmpwZ/FXD+SpHmyjkNpLnjzhQIz2yoVkgv0IScJUVWwkhn1RtjW5geNpVhedaitCkqkSw1zJE9QySJYICaORtcr5DKmuXzpipVg2sp+YrZLw17A5Vk9eVfjgms0s6j5IJlJD1KkgqAhUCQrCoq/C5uvnLkVV8nyA72F0xhnctoyAP4Lk16gM7mLOOdtJJWvY03c+W6qWsrFxEZJwqNbj+ITNazr+SmOqnUCoAIqCY6v4/Dka6/fxYPRv+JN0I3+3Zg0tAwmEJYNsIwmLUKSTWVc8jWMrJNctIDsyn1y4kYI/x3BFJ2ERRFIkRgIVDFdESWu1VJkRGvMqWU3h+WiArnAlX9x2kHMHdXYU1tEXzGGFgsxqGyKgm/irctx94bt4uHkOt4hfciF/RcUknauhLzGDeHomUbMFZJVdUZknWxfQkE7wprbHGI5O54XaReyqrEB1HOalu7A0i72h2ePuT00YmJLrDrm4ZwM37NmFgyAvraapoBIQlQxwERmfw/9edT3z0wf4u/77qEwJ8oUW9lW2cO+c80kFwlTm41zc+VdqMgkCBYtQwSCct9FMCRSVXMhPNqTRnIwR0X3YIo/ljIAjkah2CC7aT31DO7nuegr9dUg5jUDjCHLrMJghRDCPUGwEEkq2AYSKafjJjNRTSAgMy8L22bRXt/DXpvMZCNSN62vUSXENj3KutA5hKyQGL6Q392q2V1fRG4CGgSQNQxtZuGgnkipoTy1kWGqiJzCD9mAFQpKIGDksSeDIEk35vVw+sppzUzqGluCXLW9lR3gJc+P7WDq0m7BVIKIbtGp5Gpt2Y1T1kRuZz7aOixiQg6RCFbSFHYSjEtAqyPv9NDsWy6MP0yh1Yu1eQrTPoj4/gqkF0KqqqKhNEw8M0jvcgtyp0+dX2N46nS0zFpP0V3COvZn98gySUhULhzpoGImjGhZhvYBqW+iaynC4krXzFlBPP5/fup9AuoYVjdXcObeBeZk23hi4mwo7QXaoltb6PQRkneDAQvS+EEMJG8mfI9jaR6AlQceBpcT3vpFcOMX8/kEqAjFi4Rao6UDPKVx32z+97DGzxCkRgzVr1vCpT32qvLHGo48+yh133MEDDzxwwg17Mb/84pe57ZLXIiQ3sj5D7Ocmfss5bCwf008Dn+e/SEpVR/yseqefhek9zMx2ssDchSwJhsMxHvVdh54KkvZH6K5pcP2vE0SD6EUgMVBcyHU0ZGFzEau5kbtpMhOYqbNZb13Dw7G57AuN71+T082bxe/RZJPH+Bv2MR8LlQB5lrCFK3mCZWw+4vX2Mo9viM+SkiuOqX0Xief4MP+HjyOXDDf1MNt6LuCOlg+Q9wWOeOyx4BM6Ngq25M7EKsUIN3MXl/H0Ec/LEeIrfI690oIjHgdwnljLB7mDCKOL5Uaoxk+BMG7q4vrMq3mm8Fp0PciFufUsrX+O7dGF1MqDnM3WI37+3dzCA9JbX/J6jRjkKlbwDFcd831ysqkRg7yOh5jPTurNLDvtpTykXk2bNuclx8ZyGaJ6nr6Kamx5vHdAFSYtdLKAHVzIauazm8M9XRYKf+QmHuQNGJL/MEcdmmA+S9AyyQTDGKr2ss6Vhc1c9nCD+SemJ/voS83gIf/1bG+ajaWohzxnZrKLj4e+SI06msH0e27mT7wVIU2MF/7sAztY8b5bjn7gYTglYnDfffdx//338+tfu+Vtd+7cyS233MKmTZvKx9xxxx3ccccd5X/H43F6e1/+BuD7tqzhB7/8E9X+ERoqBghoOWwtjeVLg2IjCwkjKMiqIXZrl5KX5iDsII6QkIRNhZWl0sgRS+goqRTJgoFluBuoK46NYjnIOZOAZQEWqWgV2Zbl6OFKTF8AWdawZYespDOkjiCUDH4hCNhQk01Sm0wi2xaVVYMkKmMYahBDCWPJPuqsBA12HzHfEAU1QB/TSFCLLRQ0y0YSAsmRUWwNnyPjd6DKyhLEwshUYmVCCMMmbg9jixGyEZlELEjAdKjOQUuhBlmqJCebCCWHriTIqcPI/gzBcBafauMXMn40hABHCEzHxnYgYKsoug1dOYzBEC/MXEoiVg2qhKI4CL+DLUuYwoewBRE1yWxzP62ZXnx2C5JRg98IEAwl0VQZyaqioAYxVIt8XkHPBMAUDAUVtjU1kAz7cWRwFHe7GslRkBwJIQm00AiKlkcWNpJwkG2QHRkNhWnGME3JXpT+ToRfkIuFCJoGsgQiJCDsIGQJ1azCJ1WgWRIYDkIIbEuQ0k0Gkz4OBBeRikQQCGTHICjHCQfjBNUMfqdAhZ2gptCPQEIIH0JoSEhIkgyWhmZEIRNFzQdRJAdJk7D9EmlNwXJkFNXB50+hSDaqLJBkgSVLOBIICWThQN7PXv9M2sLN6H4Hn5Km1hhiUbydoB0AO8BQKEYy4CPnlyloGgVVxVYkHEnBkhVM1cGWBZIkoQoH1bHd+1iAYwTI5YNYjoRwfAihgiOQsTBFHkOYOMXtgiRskAQKKlFFJqQYqIqD6ijU5bLU5/pQ7Sx2QcM0FbAFQhZ01NYxEKwikCsQzeWozidpSg7iIEhJ0B+OkJcUFNOhJj9AhZrCFxHIYRnkED6lAskOIewAtu1HWH6ErSIcGUkCNZBCBE16Q/VkND8ZVSaBRtwMIpsCn2EQyOeJ5TLEslmq0klqs0NEzASKKJCI1LBv2lyyla2YtaCHBTnNj7BlTFOgGwJhgd+nE1by1OuDTEsO4iSDFLIRQEISEmERQEEmq4XIqyEM1YcjywSEwO8INNvEDCSoqzlIUNVRhIlkaPSIOtbaMzCFH0v2YWkatqqCJOEP2KgaCEfFMUIotiBoF1AtE83Jk1Hz6I6N7EgISaU+2cn3P/fl4x2mj1kMDi13x8ix6Mitt97KrbfeOq5hx8PcZRfxtW9cdFznenh4eHgcmROyY1pbW+nsHC261NHRQUtLyxHO8PDw8PCYjJyQGJx//vl0dXWVTZCf/vSnvOUtb5mQhnl4eHh4nDpOSAwUReEnP/kJN954I3PmzCESifDOd75zotrm4eHh4XGKOOF1Bi+XWCx2Qq6keDxOVdWRs4XOVF7JfYdXdv+9vr8y+w4n3v+urq6XbC96KE65GJwox5uaeibwSu47vLL77/X9ldl3OHX9nzLlKDw8PDw8Th6eGHh4eHh4TD0xGLtm4ZXGK7nv8Mruv9f3Vy6nqv9TLmbg4eHh4THxTDnLwMPDw8Nj4vHEwMPDw8Pj1IhBZ2cn11xzDQsXLmTx4sV89rOfBSCVSvF3f/d3LFmyhKVLl46rdvrss89ywQUXsGTJEl73utfR399ffu+ee+5h/vz5zJkzh8997nPl11OpFDfccAPz5s3j/PPPZ+fOnUc952QzkX3fvHkzl1xyCYsXL+bss8/mO9/5Tvkcy7J473vfy9y5c1m8eDHPPvts+b2VK1eyePFi5s6dy/vf/35s2z5FvZ/4377E9ddfz9y5c8v/noz9n+i+9/f388Y3vpEFCxZw1lln8Ze//OUV0/evfe1rLF68mKVLl3LdddeV35uMfS/x2te+luXLl7NkyRJuvPHGcq7/bbfdxty5c5k/fz733Xdf+fht27Zx3nnnMW/ePN70pjeRyYxWzZ3Icw6LOAX09PSIdevWCSGE0HVdXHrppeKPf/yj+PSnPy0+/vGPCyGEiMfjYsmSJSKdTgvHccS0adPExo0bhRBC3H///eK9732vEEKIRCIhWltbRU9PjzBNU1x88cVi5cqVQgghPve5z4nPfvazQgghHnzwQXHllVce9Zyp1Pfdu3eLXbt2CSGESCaTYu7cuWLTpk1CCCF+/OMfi7e//e1CCCG2bNki5s2bJxzHEbZtizlz5ojt27cLIYS46aabxC9+8YtT0veJ7n+Ju+66S7zjHe8Qc+bMKb82Gfs/0X1/3eteJ+6++24hhBCmaYqhoaFXRN/37NkjZs+eLXK5nBBCiM985jPik5/85KTte4lEIlH++6Mf/aj4z//8T/H444+Lyy67TFiWJbq6ukRra6tIp9NCCCEuueQS8eijjwohhPjUpz4lbr/9diGEmPBzDscpEYMX85GPfER85zvfEa9//evFY489Vn79pptuEvfcc48YGBgQzc3N5dez2awIh8NCCCF+97vfiXe+853l937wgx+Ij3zkI0IIIRYsWCDa2trK7zU3N4uhoaEjnnOqOZG+v5gbbrhBPPDAA0IIIa677jrxxBNPlN971ateJTZs2CCef/55cdlll5Vff+SRR8QNN9ww0d06Zk60/4ODg+Liiy8WO3fuHCcGU6H/J9L3Xbt2ieXLlx/yc8/0vu/evVu0traK4eFh4TiO+Id/+Afx9a9/XQgxNfpu27b40Ic+JG6//Xbx4Q9/WPz0pz8tv3fzzTeL++67T/T19YnW1tby67t27RJLliwRQogJPedInPKYwcjICH/84x95zWtewznnnMM999yD4zh0d3ezatUqOjs7qa2tRVVVVq5cCcDvfvc7stksIyMjdHV10draWv686dOnlyunvvi9lpYWurq6jnjOqeRE+z6WtrY21q9fzyWXuBtsH66Pk6XvMDH9/9jHPsaXvvQlAoHxG+VM9v6faN937dpFfX09b3/72znnnHN417veVf5OzvS+z58/n4985CO0trbS1NTE9u3b+ehHPwpM/r6/+c1vpr6+nt27d/OJT3ziuNo7kecciVMqBoZhcOONN/LRj36UBQsW8NnPfhZZljn33HP54Ac/yBVXXIGiKEiSxH333ccXvvAFzjvvPPbu3UttbS2KohzTHgov5njOmWgmou8lEokEb3rTm/j2t79NdXU1cPg+Toa+w8T0/+GHH0ZRFK6++uqXfP5k7v9E9N2yLJ555hk+97nPsWnTJmbOnMmnPvUp4Mzv+/DwMPfffz/79u2ju7ub2bNn89WvfhWY3H0H+MMf/kBPTw8tLS3ce++9x9XeiTznSJzQ5jYvB9u2ueWWW1i+fDmf+MQnAAiHw/zwhz8sH1MKjoFbHvvJJ58EYHh4mDvvvJOKigpaW1vZunV0W8Gxeyi0tLTQ2dnJ7Nnu/rRdXV1MmzbtiOecCiaq7wC5XI7rr7+eD3zgA9x0003l80t7S8ybNw8Y7aNlWad9z4mJ6v8zzzzDE088wcyZM7Esi/7+fpYuXcrWrVsnbf8n8r5ftGgRZ599NgA333wzt9ziboV4pvf997//PbNnz6apqQmAm266iR/84AfA5O37WHw+HzfffDM/+tGPDrkHzIUXXlgeu8a+XmrvRJ5zRF6m++u4ed/73ife8573CMdxyq8lEglRKBSEEEKsWrVKLFmyRNi2LYQQoq+vTwghhOM44h//8R/Ff/3Xf5XPaWlpGRcMfvLJJ4UQQvzrv/7ruADy5ZdfftRzTgUT1XfDMMTrXvc68Z//+Z8vucaPfvSjcYG0OXPmCMdxhGVZYtasWeMCaT/72c9OWl8PxUT1fywHDhwYFzOYrP2fqL7bti3OPvts0dHRIYQQ4lvf+pa45ZZbhBBnft/XrFkj5syZI5LJpBBCiI997GPiM5/5jBBi8vY9lUqJnp4eIYT7233wgx8Un/3sZ8Vjjz02LrDb0tIiUqmUEEKIV7/61eOCwf/xH/8hhBATfs7hOCVisGrVKgGIs88+WyxbtkwsW7ZMfPvb3xZr1qwRc+fOFQsWLBBXXnllOVNGCCFuu+02MX/+fDFv3jzxsY99TJimWX7vt7/9rZg7d66YPXu2uO2228qvJxIJcf3114u5c+eKc845R2zbtu2o55xsJrLvd911l5Blufw5y5YtE7///e+FEK5QvOtd7xJz5swRCxcuHJct9cQTT4iFCxeK2bNni/e+973jvsup1P+xvFgMJmP/J7rvzzzzjDjnnHPEkiVLxHXXXVcebF4Jff/CF74gzjrrLHH22WeLN7/5zSIej0/avgshRHd3tzj//PPFkiVLxOLFi8X73vc+kc1mhRDuoD179mwxd+5ccc8995TP2bJli1i+fLmYO3euuOGGG8YN3hN5zuHwylF4eHh4eHgrkD08PDw8PDHw8PDw8MATAw8PDw8PPDHw8PDw8MATAw8PDw8PPDHw8PDw8MATA49XGF/4whcO+96VV17JvHnzuPPOOyfkWjfeeCPV1dXcddddE/J5Hh4nE08MPF5RHEkMAH7+85/zrne9a0Kude+99/KGN7xhQj7Lw+Nk44mBxyuGf/mXf8G2bZYvX86111571ONvv/123vnOd3LVVVcxY8YMvvGNb/CjH/2ICy64gEWLFrFjxw4AVq1axXnnncfy5cs5++yzWbNmzcnuiofHhOOJgccrhm9+85soisLmzZtZsWLFMZ2zc+dOHn74YdavX8/tt99OMplk3bp1/NM//VO5cuZXvvIVvvvd77J582Y2b97M4sWLT2Y3PDxOCp4YeHgcgb/5m78hEAhQV1dHbW1t2e2zfPlyDhw4AMAVV1zBP//zP/PVr36Vffv2EYlETmeTPTyOC08MPDyOgN/vL/8ty3L537IsY1kWAJ/4xCe46667CAQCvOUtb+Huu+8+LW318DgRTtl+Bh4ek4FQKEQ2myUcDk/YZ+7du5ezzjqLs846i3Q6zfr16/m7v/u7Cft8D49TgScGHq8o/umf/onzzjuPlpaWY44bHI1vfetbrFy5Ep/PR1VVFb/85S8n5HM9PE4lXglrD48iV155JV/60pe49NJLJ+wz3/Oe93Dttdfyjne8Y8I+08PjZODFDDw8ilRXV/OhD31oQhedPf300wSDwQn5PA+Pk4lnGXh4eHh4eJaBh4eHh4cnBh4eHh4eeGLg4eHh4YEnBh4eHh4eeGLg4eHh4QH8f/CF/mb6YTWaAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot functional connectivity and BOLD timeseries (z-scored)\n", + "fig, axs = plt.subplots(1, 2, figsize=(7, 3), dpi=75, gridspec_kw={'width_ratios' : [1, 2]})\n", + "axs[0].imshow(func.fc(model.BOLD.BOLD[:, 5:]))\n", + "axs[1].imshow(scipy.stats.mstats.zscore(model.BOLD.BOLD[:, model.BOLD.t_BOLD>10000], axis=1), aspect='auto', extent=[model.BOLD.t_BOLD[model.BOLD.t_BOLD>10000][0], model.BOLD.t_BOLD[-1], 0, model.params['N']]);\n", + "\n", + "axs[0].set_title(\"FC\")\n", + "axs[0].set_xlabel(\"Node\")\n", + "axs[0].set_ylabel(\"Node\")\n", + "axs[1].set_xlabel(\"t [ms]\")\n", + "\n", + "# the results of the model are also accessible through an xarray DataArray\n", + "fig, axs = plt.subplots(1, 1, figsize=(6, 2), dpi=75)\n", + "plt.plot(model.xr().time[-10000:], model.xr().loc['rates_exc'].T[-10000:])\n", + "plt.xlabel(\"t [ms]\");" + ] + }, + { + "cell_type": "markdown", + "id": "27d4da89", + "metadata": {}, + "source": [ + "### Correlation of simulated BOLD to empirical data\n", + "\n", + "We can compute the element-wise Pearson correlation of the functional connectivity matrices of the simulated data to the empirical data to estimate how well the model captures the inter-areal BOLD correlations found in empirical resting-state recordings. " + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "f63f65d1", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Correlation per subject: ['0.43', '0.47', '0.55', '0.46', '0.41']\n", + "Mean FC/FC correlation: 0.47\n" + ] + } + ], + "source": [ + "scores = [func.matrix_correlation(func.fc(model.BOLD.BOLD[:, 5:]), fcemp) for fcemp in ds.FCs]\n", + "\n", + "print(\"Correlation per subject:\", [f\"{s:.2}\" for s in scores])\n", + "print(f\"Mean FC/FC correlation: {np.mean(scores):.2}\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.13" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}