Shikhargupta / Spiking-Neural-NetworkLinks
Pure python implementation of SNN
☆1,105Updated 2 years ago
Alternatives and similar repositories for Spiking-Neural-Network
Users that are interested in Spiking-Neural-Network are comparing it to the libraries listed below
Sorting:
- Simulation of spiking neural networks (SNNs) using PyTorch.☆1,591Updated this week
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆389Updated 3 years ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆376Updated 2 years ago
- ☆347Updated 3 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…☆268Updated 2 years ago
- Deep learning with spiking neural networks (SNNs) in PyTorch.☆739Updated last month
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆227Updated 10 months ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆163Updated 6 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆323Updated 11 months ago
- Spatio-temporal BP for SNNs☆229Updated 3 years ago
- Deep and online learning with spiking neural networks in Python☆1,624Updated this week
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆129Updated 8 years ago
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆134Updated 4 years ago
- Brian is a free, open source simulator for spiking neural networks.☆1,020Updated this week
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆318Updated 3 weeks ago
- ☆253Updated 4 years ago
- SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.☆1,641Updated last week
- Basic SNN propogating spikes between LIF neurons☆84Updated 6 years ago
- ☆70Updated 3 years ago
- Update arXiv papers about Spiking Neural Networks daily.☆391Updated this week
- A paper list of spiking neural networks, including papers, codes, and related websites. 本仓库收集脉冲神经网络相关 的顶会顶刊论文和代码，正在持续更新中。☆492Updated 3 weeks ago
- List of open source neuromorphic projects: SNN training frameworks, DVS handling routines and so on.☆232Updated 6 months ago
- 🔥 This repo collects top international conference papers, codes about Spiking Neural Networks. 本仓库收集了脉冲神经网络领域的顶会顶刊论文和代码，正在持续更新中。☆346Updated 2 weeks ago
- Reinforcement Learning for Spiking Neural Networks☆83Updated 10 months ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆100Updated 4 years ago
- Spiking Convolutional Neural Networks☆69Updated 6 years ago
- Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this pro…☆90Updated 7 years ago
- Spiking Neural Networks in C++ with strong GPU acceleration through CUDA☆129Updated 4 years ago
- Collection of experimental Python and accompanying Bash scripts for training and evaluation of BindsNET networks.☆66Updated 2 years ago
- Long short-term memory Spiking Neural Networks☆104Updated 5 years ago