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IvanovskyOrtega / Redes-Neuronales

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Repositorio de prácticas de la materia de Redes Neuronales. Serie de Fibonacci, entrenamiento de una Red de Hamming, entrenamiento de un Perceptrón Simple mediante la regla de aprendizaje, entrenamiento de una Red Adaline sin bias (decodificador binario a decimal), entrenamiento de una red Adaline con bias mediante la regla delta. Implementación…

perceptron multilayer-perceptron-network adaline perceptron-learning-algorithm hamming-network delta-rule
  • Updated Jan 1, 2018
  • MATLAB

Samahussien7 / Hamming-Network

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Hamming Network implementation using pca implementation for reduction all from scratch

pca insertion-sort mnist-dataset eigenvectors unsupervised-learning eigenvalues k-means-implementation-in-python k-means-clustering variance-analysis hamming-network pca-implementation implementation-from-scratch power-iteration covariance-matrix-implementation eigenvalues-implementation eigenvectors-implementation mnist-preprocessing
  • Updated Jan 29, 2024
  • Jupyter Notebook

Aalaa4444 / Hamming_Network

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Hamming Network implementation using PCA implementation from scratch

pca insertion-sort mnist-dataset eigenvectors unsupervised-learning kmeans-clustering eigenvalues k-means-implementation-in-python k-means-clustering kmeans-clustering-algorithm variance-analysis hamming-network pca-implementation power-iteration covariance-matrix-implementation eigenvalues-implementation eigenvectors-implementation mnist-preprocessing
  • Updated Apr 5, 2024
  • Jupyter Notebook

82Luli02 / CCAI321_Artificial_Neural_Network

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This repository is dedicated to the lab work completed for the CCAI 321 course. It demonstrates practical work in artificial neural networks, including the implementation of activation functions, Hamming networks, perceptron and Hebb learning rules, and two-layer networks in Python. Networks were trained and tested on both examples and real data.

training testing ai artificial-intelligence artificial-neural-networks perceptron ann hamming-network hebbian-learning-rule perceptron-neural-networks two-layer-neural-network
  • Updated Sep 24, 2024
  • Jupyter Notebook

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