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madtoinou's Projects

bio-210_nnsim icon bio-210_nnsim

This repository allows you to simulate a network of neurons, which can be excitatory or inhibitatory, thank to two classes: network and neuron. Neurons have the ability to spike each other, the spike reaching the post-synaptic neuron after a constant delay (here 1.5ms, can be changed in the file constants.hpp). This simulation use the paper of M.Brunel (N J. Comp Neuroscience 2000) as reference. Autor of the code: Antoine Madrona

bootcamp icon bootcamp

Caltech Introduction to Programming for the Biological Science Bootcamp

cs-433_hbozonclass icon cs-433_hbozonclass

Project for Machine Learning (CS-433) course, classification of particles and detected of Higgs Boson

cs-456_rl_moonlander icon cs-456_rl_moonlander

Project for Artificial Neural Networks (CS-456) course, reinforcement learning for moon landing using policy gradient algorithm.

voxelmorph icon voxelmorph

Unsupervised Learning for Image Registration, adapted for application to worms brain images acquired with fluorescent microscopy for the LPBS EPFL lab

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