jeshraghian / snntorch
Deep and online learning with spiking neural networks in Python
☆1,428Updated 5 months ago
Alternatives and similar repositories for snntorch:
Users that are interested in snntorch are comparing it to the libraries listed below
- SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.☆1,455Updated last week
- Deep learning with spiking neural networks (SNNs) in PyTorch.☆694Updated last week
- Pure python implementation of SNN☆1,061Updated 2 years ago
- Simulation of spiking neural networks (SNNs) using PyTorch.☆1,528Updated this week
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆385Updated 3 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆301Updated 6 months ago
- Update arXiv papers about Spiking Neural Networks daily.☆327Updated this week
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆369Updated 2 years ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆222Updated 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。☆293Updated 2 months ago
- 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。☆330Updated last month
- ☆334Updated 2 years ago
- List of open source neuromorphic projects: SNN training frameworks, DVS handling routines and so on.☆194Updated last month
- Deep Learning library for Lava☆154Updated 2 weeks ago
- ICLR 2023, Spikformer: When Spiking Neural Network Meets Transformer☆300Updated last year
- ☆253Updated 3 years ago
- Event datasets and transforms.☆219Updated this week
- What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural net…☆266Updated 2 years ago
- Spatio-temporal BP for SNNs☆215Updated 2 years ago
- Brian is a free, open source simulator for spiking neural networks.☆957Updated this week
- Brain-inspired Cognitive Intelligence Engine (BrainCog) is a brain-inspired spiking neural network based platform for Brain-inspired Arti…☆475Updated last month
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆313Updated 5 months ago
- A Software Framework for Neuromorphic Computing☆580Updated last week
- Implementation of "SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks"☆784Updated 2 weeks ago
- 🔥🔥🔥A collection of some awesome public SNN(Spiking Neural Network) projects.☆165Updated 3 months ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆121Updated 7 years ago
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆130Updated 3 years ago
- Offical implementation of "Spike-driven Transformer" (NeurIPS2023)☆236Updated 10 months ago
- Long short-term memory Spiking Neural Networks☆98Updated 4 years ago
- Neuromorphic Intermediate Representation reference implementation☆89Updated 2 months ago