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Computational Neuroscience projects.
Playing with biologically plausible deep learning
Unsupervised learning implementations in Python including PCA, Kohonen, Oja and Hopfield.
Implementation of common machine learning algorithms in Python from scratch
A collection of projects introducing neural networks and data analysis concepts. From search and genetic algorithms to autoencoders and VAEs.
Trabajos Prácticos de la materia Redes Neuronales de la Universidad de Buenos Aires, cursada el primer cuatrimestre de 2023.
A class assignment where we learnt about unsupervised learning. Particularly comparing Oja Rule with Sanger
Code for Computational Neuroscience course 2020/2021 @ UniPi