HiroshiARAKI / snnlibpyLinks
A tiny Spiking neural network library implemented by BindsNet.
☆13Updated 4 years ago
Alternatives and similar repositories for snnlibpy
Users that are interested in snnlibpy are comparing it to the libraries listed below
Sorting:
- ☆75Updated 5 years ago
- 本サンプルコードは「ゼロから学ぶスパイキングニューラルネットワーク」で取り扱っているコードをまとめたものです.☆18Updated 4 years ago
- What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural net…☆269Updated 2 years ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆229Updated last year
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆394Updated 4 years ago
- ☆350Updated 3 years ago
- ☆94Updated last year
- This repo is the implementation of the spatio-temporal credit assignment (STCA) algorithm for training deep spiking neural networks.☆27Updated 6 years ago
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆320Updated 3 months ago
- Spiking Convolutional Neural Networks☆68Updated 6 years ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆382Updated 2 years ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆128Updated 8 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆166Updated 6 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆328Updated last year
- ☆45Updated 3 years ago
- ☆70Updated 4 years ago
- Long short-term memory Spiking Neural Networks☆104Updated 5 years ago
- ☆42Updated 6 years ago
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆133Updated 4 years ago
- ☆38Updated 3 years ago
- spiking neural network implementing the SpikeProp algorithm for the improvement of beat detection in heart sound signals☆18Updated 11 years ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆56Updated 7 years ago
- Implementation of Long Short Term Spiking NN☆39Updated 3 years ago
- ☆34Updated 5 years ago
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆62Updated 4 years ago
- Basic SNN propogating spikes between LIF neurons☆86Updated 7 years ago
- Papers : Biological and Artificial Neural Networks☆75Updated 5 years ago
- Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm…☆48Updated 4 years ago
- Official implementation of Fully Spiking Variational Autoencoder [AAAI2022]☆73Updated 2 years ago
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆13Updated 2 years ago