diff --git a/map_estimation_starting_kit.ipynb b/map_estimation_starting_kit.ipynb
index b0ee038..b973d99 100644
--- a/map_estimation_starting_kit.ipynb
+++ b/map_estimation_starting_kit.ipynb
@@ -4,16 +4,26 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<div style=\"text-align: center;\">\n",
-    "    <a href=\"https://www.dataia.eu/\">\n",
-    "        <img border=\"0\" src=\"https://github.com/ramp-kits/map_estimation/raw/main/img/DATAIA-h.png\" width=\"50%\"></a>\n",
-    "    <a href=\"https://www.hi-paris.fr/\">\n",
-    "        <img border=\"0\" src=\"https://www.hi-paris.fr/wp-content/uploads/2020/09/logo-hi-paris-retina.png\" width=\"20%\"></a>\n",
+    "<div>\n",
+    "<table style=\"width:100%; background-color:transparent;\">\n",
+    "  <tr style=\"background-color:transparent;\">\n",
+    "    <td align=\"left\"; style=\"background-color:transparent; width: 40%;\">\n",
+    "        <a href=\"https://dataia.eu\">\n",
+    "            <img src=\"https://github.com/ramp-kits/map_estimation/raw/main/img/DATAIA-h.png\" width=\"450px\"/>\n",
+    "        </a>\n",
+    "    </td>\n",
+    "    <td align=\"right\"; style=\"background-color:transparent; width: 40%;\">\n",
+    "        <a href=\"https://www.aphp.fr/\">\n",
+    "            <img src=\"https://github.com/ramp-kits/map_estimation/raw/main/img/Logo_APHP.gif\" width=\"300px\"/>\n",
+    "        </a>\n",
+    "    </td>\n",
+    "  </tr>\n",
+    " </table>\n",
     "</div>\n",
     "\n",
     "# Non-invasive estimation of the MAP using PPG\n",
     "\n",
-    "<i> Thomas Moreau (Inria), François Caud (DATAIA - Université Paris-Saclay), Jade Perdereau (APHP, Inria)</i>"
+    "<i> Thomas Moreau (Inria), Jade Perdereau (APHP, Inria), François Caud (DATAIA - Université Paris-Saclay)</i>"
    ]
   },
   {