takyamamoto/BNN-ANN-papers

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takyamamoto/BNN-ANN-papers

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Papers : Biological and Artificial Neural Networks

Hopfield-Network

Hopfield network implemented with Python

SNN-from-scratch-with-Python

Jupyter Notebook

Fixation-Densitymap

Generate Heatmaps from eye tracking data

SparseCoding-OlshausenField-Model

Sparse coding (Olshausen & Field, 1996)

Jupyter Notebook

SNN_FORCE-training

Spiking neural network with FORCE training

FirstExplicitMethod-HDM

Implementation of Hamiltonian Descent Methods (First explicit method) with Python3

PredictiveCoding-RaoBallard-Model

Predictive Coding (Rao & Ballard, 1999) Model

Jupyter Notebook

PredNet_Chainer

Deep Predictive Coding Network (PredNet) implemented with Chainer

Graph-Convolution-Chainer

Graph Convolutional Networks in Chainer

GeneralizedPhaseReduction.jl

Julia package for generalized phase reduction method.

SNU_Chainer

Spiking Neural Unit (SNU) implemented with Chainer

CIFAR-ConvolutionalAutoEncoder-Chainer

Convolutional Autoencoder (CAE) implemented with Chainer

Nonlinear-Dynamics-with-Python

Python implimentation Nonlinear Dynamics Simulation