jeshraghian / snntorchLinks
Deep and online learning with spiking neural networks in Python
☆1,635Updated 3 weeks ago
Alternatives and similar repositories for snntorch
Users that are interested in snntorch are comparing it to the libraries listed below
Sorting:
- SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.☆1,664Updated last month
- Deep learning with spiking neural networks (SNNs) in PyTorch.☆742Updated this week
- Simulation of spiking neural networks (SNNs) using PyTorch.☆1,600Updated 2 weeks ago
- Pure python implementation of SNN☆1,108Updated 2 years ago
- Update arXiv papers about Spiking Neural Networks daily.☆397Updated 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。☆514Updated last month
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆377Updated 2 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆325Updated 11 months ago
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆389Updated 3 years ago
- A Software Framework for Neuromorphic Computing☆632Updated 3 weeks ago
- Deep Learning library for Lava☆163Updated 3 weeks 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。☆349Updated last month
- Event datasets and transforms.☆248Updated last month
- Brain-inspired Cognitive Intelligence Engine (BrainCog) is a brain-inspired spiking neural network based platform for Brain-inspired Arti…☆541Updated 2 months ago
- A list of neuromorphic software projects☆236Updated this week
- ☆348Updated 3 years ago
- ICLR 2023, Spikformer: When Spiking Neural Network Meets Transformer☆344Updated last year
- Brian is a free, open source simulator for spiking neural networks.☆1,025Updated last week
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆318Updated last month
- 🔥🔥🔥A collection of some awesome public SNN(Spiking Neural Network) projects.☆192Updated 9 months 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
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆228Updated 11 months ago
- Neuromorphic Intermediate Representation reference implementation☆118Updated this week
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆80Updated 2 years ago
- Spatio-temporal BP for SNNs☆228Updated 3 years ago
- ☆253Updated 4 years ago
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆13Updated 2 years ago
- Implementation of "SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks"☆827Updated 6 months ago
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆133Updated 4 years ago
- Official implementation of "Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings" [ICLR2024]☆59Updated last year