Deep and online learning with spiking neural networks in Python
☆1,956Nov 4, 2025Updated 6 months ago
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.☆2,010Updated this week
- Deep learning with spiking neural networks (SNNs) in PyTorch.☆795Feb 9, 2026Updated 2 months ago
- Simulation of spiking neural networks (SNNs) using PyTorch.☆1,672Apr 30, 2026Updated last week
- Pure python implementation of SNN☆1,195Jul 29, 2022Updated 3 years ago
- Event datasets and transforms.☆281Mar 18, 2026Updated last month
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆399Sep 7, 2021Updated 4 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆356Jul 25, 2024Updated last year
- Update arXiv papers about Spiking Neural Networks daily.☆502Updated this week
- ICLR 2023, Spikformer: When Spiking Neural Network Meets Transformer☆401Jan 23, 2024Updated 2 years ago
- Brian is a free, open source simulator for spiking neural networks.☆1,173May 1, 2026Updated last week
- 🔥 This repository compiles research papers (from top-tier conferences and journals) and code implementations in the field of Spiking Ne…☆443Apr 2, 2026Updated last month
- 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。☆762Mar 24, 2026Updated last month
- Implementation of "SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks"☆899Jul 21, 2025Updated 9 months ago
- Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.☆208Nov 4, 2023Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A list of neuromorphic software projects☆298Jul 12, 2025Updated 9 months ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆397Jan 13, 2023Updated 3 years ago
- A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromo…☆114Feb 5, 2026Updated 3 months ago
- Neuromorphic Intermediate Representation reference implementation☆165Updated this week
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆231Jul 31, 2024Updated last year
- Deep Learning library for Lava☆175Apr 26, 2026Updated last week
- Deep Residual Learning in Spiking Neural Networks☆192Aug 9, 2022Updated 3 years ago
- 🔥🔥🔥A collection of some awesome public SNN(Spiking Neural Network) projects.☆229Oct 1, 2024Updated last year
- A Software Framework for Neuromorphic Computing☆716Apr 26, 2026Updated last week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Spatio-temporal BP for SNNs☆240May 17, 2022Updated 3 years ago
- Spyx: Spiking Neural Networks in JAX☆135Apr 22, 2026Updated 2 weeks ago
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆325May 30, 2025Updated 11 months ago
- Brain-inspired Cognitive Intelligence Engine (BrainCog) is a brain-inspired spiking neural network based platform for Brain-inspired Arti…☆619Nov 6, 2025Updated 6 months ago
- ☆257May 8, 2021Updated 4 years ago
- Quantization-aware training with spiking neural networks☆55Feb 18, 2022Updated 4 years ago
- Fully opensource spiking neural network accelerator☆171Feb 13, 2023Updated 3 years ago
- Offical implementation of "Spike-driven Transformer" (NeurIPS2023)☆310Mar 18, 2024Updated 2 years ago
- Spiking Neural Networks in C++ with strong GPU acceleration through CUDA☆137Jul 3, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆33Jun 17, 2024Updated last year
- Awesome Spiking Neural Networks☆149Mar 24, 2025Updated last year
- Long short-term memory Spiking Neural Networks☆112Feb 25, 2020Updated 6 years ago
- Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation …☆228May 10, 2024Updated last year
- Notebooks and code for Neuromorphic Hardware Workshop at ISFPGA 2024.☆70Mar 3, 2024Updated 2 years ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆67Dec 8, 2023Updated 2 years ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆62Feb 18, 2022Updated 4 years ago