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。
☆787Mar 24, 2026Updated 2 months ago
Alternatives and similar repositories for Awesome-Spiking-Neural-Networks
Users that are interested in Awesome-Spiking-Neural-Networks 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.☆512May 17, 2026Updated 3 weeks ago
- 🔥 This repository compiles research papers (from top-tier conferences and journals) and code implementations in the field of Spiking Ne…☆453May 4, 2026Updated last month
- Awesome Spiking Neural Networks☆149Mar 24, 2025Updated last year
- Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention"☆147May 25, 2026Updated 3 weeks ago
- SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.☆2,044Updated this week
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ICLR 2023, Spikformer: When Spiking Neural Network Meets Transformer☆404Jan 23, 2024Updated 2 years ago
- 🔥🔥🔥A collection of some awesome public SNN(Spiking Neural Network) projects.☆234Oct 1, 2024Updated last year
- Spikingformer: A Key Foundation Model for Spiking Neural Networks (AAAI 2026)☆140Apr 16, 2026Updated last month
- Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation …☆229May 10, 2024Updated 2 years ago
- Offical implementation of "Spike-driven Transformer" (NeurIPS2023)☆314Mar 18, 2024Updated 2 years ago
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆44Dec 12, 2022Updated 3 years ago
- Offical implementation of "Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training" (IEEE T-PAMI2025)☆113May 20, 2025Updated last year
- Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagatio…☆48Apr 16, 2026Updated last month
- Deep Residual Learning in Spiking Neural Networks☆194Aug 9, 2022Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [NeurIPS 2024] Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation☆20Jan 16, 2025Updated last year
- Code for temporal efficient training☆74Jul 16, 2025Updated 10 months ago
- Spiking Global-Local Fusion Transformer☆22Apr 27, 2025Updated last year
- Offical implementation of "Integer-Valued Training and Spike-Driven Inference Spiking Neural Network for High-performance and Energy-effi…☆245Jun 30, 2025Updated 11 months ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆88May 20, 2024Updated 2 years ago
- Deep and online learning with spiking neural networks in Python☆1,985May 11, 2026Updated last month
- SyOPs counter for spiking neural networks☆75May 6, 2023Updated 3 years ago
- Advancing Spiking Neural Networks towards Deep Residual Learning☆64Apr 3, 2025Updated last year
- [ICCV-23 + IJCV-26] Masked Spiking Transformer☆32May 10, 2026Updated last month
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Codes of the paper: SpikingResformer: Bridging ResNet and Vision Transformer in Spiking Neural Networks (CVPR2024)☆75Dec 19, 2024Updated last year
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆53Feb 18, 2023Updated 3 years ago
- A curated list of materials for Spiking Neural Networks, 3rd generation of artificial neural networks.☆70Aug 19, 2022Updated 3 years ago
- The code of SpikingSSMs: Learning Long Sequences with Sparse and Parallel Spiking State Space Models☆23Mar 25, 2026Updated 2 months ago
- Paper list for SNN based computer vision tasks.☆131Sep 8, 2024Updated last year
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆45Aug 2, 2023Updated 2 years ago
- Intelligent-Computing-Lab-Panda / Exploring-Temporal-Information-Dynamics-in-Spiking-Neural-NetworksPyTorch Implementation of Exploring Temporal Information Dynamics in Spiking Neural Networks (AAAI23)☆31Nov 25, 2022Updated 3 years ago
- Offical implementation of "Deep Directly-Trained Spiking Neural Networks for Object Detection" (ICCV2023)☆195Apr 21, 2025Updated last year
- ☆257May 8, 2021Updated 5 years 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.
- Neural Architecture Search for Spiking Neural Networks, ECCV2022☆73Jul 19, 2022Updated 3 years ago
- Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.☆211Nov 4, 2023Updated 2 years ago
- Create a new backward path for more accurate SNN gradients.☆17Aug 19, 2024Updated last year
- ☆60Aug 31, 2023Updated 2 years ago
- ☆19Feb 18, 2025Updated last year
- ☆10Mar 28, 2024Updated 2 years ago
- This is the implentation of our paper "SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms" in ICML…☆46Jul 9, 2024Updated last year