takyamamoto

Hopfield-Network

Hopfield network implemented with Python

BNN-ANN-papers

Papers : Biological and Artificial Neural Networks

SNN-from-scratch-with-Python

Fixation-Densitymap

Generate Heatmaps from eye tracking data

SparseCoding-OlshausenField-Model

Sparse coding (Olshausen & Field, 1996)

FirstExplicitMethod-HDM

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

SNN_FORCE-training

Spiking neural network with FORCE training

PredictiveCoding-RaoBallard-Model

Predictive Coding (Rao & Ballard, 1999) Model

PredNet_Chainer

Deep Predictive Coding Network (PredNet) implemented with Chainer

Graph-Convolution-Chainer

Graph Convolutional Networks in Chainer

SNU_Chainer

Spiking Neural Unit (SNU) implemented with Chainer

CIFAR-ConvolutionalAutoEncoder-Chainer

Convolutional Autoencoder (CAE) implemented with Chainer

GeneralizedPhaseReduction.jl

Julia package for generalized phase reduction method.

Nonlinear-Dynamics-with-Python

Python implimentation Nonlinear Dynamics Simulation

alife_book_src

「作って動かすALife - 実装を通した人工生命モデル理論入門」サンプルコード

brain-encoding-model

BRU_chainer

Bionodal Root Unit (BRU) implemented with Chainer-v5

chainer

A flexible framework of neural networks for deep learning

Gain-Control-With-IA

Gain control with A-type potassium current

homepage

hp_management

Local-Predictive_Coding_Network-with_Chainer

Deep Local Predictive Coding Network (Local PCN) implemented with Chainer

matlab-dockerfile

Create a docker container that contains a MATLAB install

NALU-Chainer

Chainer-v4 implementation of NAC/NALU from Neural Arithmetic Logic Units paper by trask et.al

python_tutorial

rsa_cifar10

sfm-learner-chainer

STA-for-catLGNcell

Spike triggered average for a cat LGN X cell

Subjective-Illusory-Contour-using-Autoencoder

Predict Illusory Contour using Deep Neural Network (Keras implementation)

Usage-Github

How to use Github (Japanese)