Deep and online learning with spiking neural networks in Python
☆2,029Jun 29, 2026Updated last month
Alternatives and similar repositories for snntorch
Users that are interested in snntorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.☆2,104Updated this week
- Deep learning with spiking neural networks (SNNs) in PyTorch.☆819Jul 7, 2026Updated last month
- Simulation of spiking neural networks (SNNs) using PyTorch.☆1,696Aug 9, 2026Updated last week
- Pure python implementation of SNN☆1,209Jul 29, 2022Updated 4 years ago
- Event datasets and transforms.☆290Jul 17, 2026Updated last month
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆406Sep 7, 2021Updated 4 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆361Jun 18, 2026Updated 2 months ago
- Update arXiv papers about Spiking Neural Networks daily.☆518May 17, 2026Updated 3 months ago
- ICLR 2023, Spikformer: When Spiking Neural Network Meets Transformer☆412Jan 23, 2024Updated 2 years ago
- Brian is a free, open source simulator for spiking neural networks.☆1,217Aug 1, 2026Updated 2 weeks ago
- 🔥 This repository compiles research papers (from top-tier conferences and journals) and code implementations in the field of Spiking Ne…☆462May 4, 2026Updated 3 months ago
- Implementation of "SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks"☆911Jul 21, 2025Updated last year
- A list of neuromorphic software projects☆323Jul 12, 2025Updated last year
- 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以及CNS论文和代码，正在持续更新中。☆818Mar 24, 2026Updated 4 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.☆219Nov 4, 2023Updated 2 years ago
- A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromo…☆120Feb 5, 2026Updated 6 months ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆399Jan 13, 2023Updated 3 years ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆233Jul 31, 2024Updated 2 years ago
- Neuromorphic Intermediate Representation reference implementation☆179Updated this week
- Deep Learning library for Lava☆183May 13, 2026Updated 3 months ago
- Deep Residual Learning in Spiking Neural Networks☆197Aug 9, 2022Updated 4 years ago
- A Software Framework for Neuromorphic Computing☆739May 13, 2026Updated 3 months ago
- Quantization-aware training with spiking neural networks☆55Feb 18, 2022Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- 🔥🔥🔥A collection of some awesome public SNN(Spiking Neural Network) projects.☆236Oct 1, 2024Updated last year
- Spatio-temporal BP for SNNs☆243May 17, 2022Updated 4 years ago
- Spyx: Spiking Neural Networks in JAX☆137Jul 7, 2026Updated last month
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆327Jul 17, 2026Updated last month
- Brain-inspired Cognitive Intelligence Engine (BrainCog) is a brain-inspired spiking neural network based platform for Brain-inspired Arti…☆643Nov 6, 2025Updated 9 months ago
- Fully opensource spiking neural network accelerator☆177Feb 13, 2023Updated 3 years ago
- ☆257May 8, 2021Updated 5 years ago
- Offical implementation of "Spike-driven Transformer" (NeurIPS2023)☆315Mar 18, 2024Updated 2 years ago
- Spiking Neural Networks in C++ with strong GPU acceleration through CUDA☆137Jul 3, 2020Updated 6 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Notebooks and code for Neuromorphic Hardware Workshop at ISFPGA 2024.☆79Mar 3, 2024Updated 2 years ago
- Long short-term memory Spiking Neural Networks☆113Feb 25, 2020Updated 6 years ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆35Jun 17, 2024Updated 2 years ago
- Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation …☆232May 10, 2024Updated 2 years ago
- Awesome Spiking Neural Networks☆147Mar 24, 2025Updated last year
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆67Feb 18, 2022Updated 4 years ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆69Dec 8, 2023Updated 2 years ago