🔥 This repository compiles research papers (from top-tier conferences and journals) and code implementations in the field of Spiking Neural Networks (SNNs). 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。
☆469Oct 9, 2026Updated this week
Alternatives and similar repositories for awesome-snn-conference-paper
Users that are interested in awesome-snn-conference-paper are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Update arXiv papers about Spiking Neural Networks daily.☆518Updated 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以及CNS论文和代码，正在持续更新中。☆845Updated this week
- 🔥🔥🔥A collection of some awesome public SNN(Spiking Neural Network) projects.☆239Oct 1, 2024Updated 2 years ago
- Awesome Spiking Neural Networks☆149Mar 24, 2025Updated last year
- Offical Implementation of "CLIF: Complementary Leaky Integrate-and-Fire Neuron for Spiking Neural Networks" (ICML 2024 spotlight)☆27Sep 17, 2025Updated last year
- 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.
- SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.☆2,158Updated this week
- Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation …☆235May 10, 2024Updated 2 years ago
- Offical implementation of High-Performance Temporal Reversible Spiking Neural Networks with $O(L)$ Training Memory and $O(1)$ Inference C…☆23Feb 3, 2026Updated 8 months ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆88May 20, 2024Updated 2 years ago
- ☆255May 8, 2021Updated 5 years ago
- ICLR 2023, Spikformer: When Spiking Neural Network Meets Transformer☆416Jan 23, 2024Updated 2 years ago
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆45Aug 2, 2023Updated 3 years ago
- SyOPs counter for spiking neural networks☆80May 6, 2023Updated 3 years ago
- This is the official project repository for BKDSNN: Enhancing the Performance of Learning-based Spiking Neural Networks Training with Blu…☆39Nov 22, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆63Aug 31, 2023Updated 3 years ago
- Offical implementation of "Spike-driven Transformer" (NeurIPS2023)☆320Mar 18, 2024Updated 2 years ago
- Advancing Spiking Neural Networks towards Deep Residual Learning☆64Apr 3, 2025Updated last year
- Deep Residual Learning in Spiking Neural Networks☆199Aug 9, 2022Updated 4 years ago
- Paper list for SNN based computer vision tasks.☆130Sep 8, 2024Updated 2 years ago
- Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks☆31Dec 14, 2023Updated 2 years ago
- ☆16Feb 10, 2023Updated 3 years ago
- Spikingformer: A Key Foundation Model for Spiking Neural Networks (AAAI 2026)☆152Apr 16, 2026Updated 5 months ago
- Deep and online learning with spiking neural networks in Python☆2,066Updated this week
- 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.
- Offical implementation of "Integer-Valued Training and Spike-Driven Inference Spiking Neural Network for High-performance and Energy-effi…☆259Jun 30, 2025Updated last year
- Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention"☆149May 25, 2026Updated 4 months ago
- Offical implementation of "Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training" (IEEE T-PAMI2025)☆118May 20, 2025Updated last year
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆55Feb 18, 2023Updated 3 years ago
- Code for temporal efficient training☆74Jul 16, 2025Updated last year
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆125Aug 9, 2022Updated 4 years ago
- ☆23Nov 28, 2022Updated 3 years ago
- Create a new backward path for more accurate SNN gradients.☆17Aug 19, 2024Updated 2 years ago
- Brain-inspired Cognitive Intelligence Engine (BrainCog) is a brain-inspired spiking neural network based platform for Brain-inspired Arti…☆658Nov 6, 2025Updated 11 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.
- [NeurIPS 2024] Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation☆20Jan 16, 2025Updated last year
- Source code for AAAI 2025 paper: FSTA-SNN:Frequency-based Spatial-Temporal Attention Module for Spiking Neural Networks☆56Feb 17, 2025Updated last year
- [CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation☆52Nov 8, 2022Updated 3 years ago
- MINT, Multiplier-less INTeger Quantization for Energy Efficient Spiking Neural Networks, ASP-DAC 2024, Nominated for Best Paper Award☆16Apr 12, 2024Updated 2 years ago
- Spatio-temporal BP for SNNs☆243May 17, 2022Updated 4 years ago
- ☆20Dec 14, 2023Updated 2 years ago
- An event-driven learning algorithm for spiking neural networks☆28May 15, 2024Updated 2 years ago