Create a new backward path for more accurate SNN gradients.
☆17Aug 19, 2024Updated last year
Alternatives and similar repositories for surrogate_module_learning
Users that are interested in surrogate_module_learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆20Dec 14, 2023Updated 2 years ago
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆53Feb 18, 2023Updated 3 years ago
- Codes of the paper: Towards Energy Efficient Spiking Neural Networks: An Unstructured Pruning Framework (ICLR2024)☆13Oct 26, 2025Updated 8 months ago
- Spiking Global-Local Fusion Transformer☆23Apr 27, 2025Updated last year
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆45Aug 2, 2023Updated 2 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.
- codes of the paper Rate Gradient Approximation Attack Threats Deep Spiking Neural Networks (CVPR 2023)☆16Aug 19, 2024Updated last year
- Codes of the paper: SpikingResformer: Bridging ResNet and Vision Transformer in Spiking Neural Networks (CVPR2024)☆77Dec 19, 2024Updated last year
- Offical implementation of "Gated Attention Coding for Training High-performance and Efficient Spiking Neural Networks" (AAAI2024)☆120May 31, 2024Updated 2 years ago
- ☆16Feb 10, 2023Updated 3 years ago
- ☆16Feb 22, 2024Updated 2 years ago
- [Neurips 2023] Exploring Loss Functions for Time-based Training Strategy in Spiking Neural Networks☆16Nov 28, 2023Updated 2 years ago
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆44Dec 12, 2022Updated 3 years ago
- Membrane Potential Batch Normalization for Spiking Neural Networks☆21Aug 18, 2023Updated 2 years ago
- [NeurIPS 2024] Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation☆20Jan 16, 2025Updated last year
- 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.
- 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
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆62Apr 16, 2024Updated 2 years ago
- Offical implementation of "Quantized Spike-driven Transformer" (ICLR2025)☆34Dec 23, 2025Updated 6 months ago
- Deep Residual Learning in Spiking Neural Networks☆194Aug 9, 2022Updated 3 years ago
- [ICML 2024] Temporal Spiking Neural Networks with Synaptic Delay for Graph Reasoning☆11Jun 1, 2024Updated 2 years ago
- Awesome Spiking Neural Networks☆148Mar 24, 2025Updated last year
- ☆61Aug 31, 2023Updated 2 years ago
- ☆12Oct 4, 2022Updated 3 years ago
- Offical implementation of "Adaptive Smoothing Gradient Learning for Spiking Neural Networks", ICML 2023☆27Aug 30, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- This is the implentation of our paper "SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking" i…☆54Mar 2, 2025Updated last year
- The 1st Spiking Transformer Benchmark (NeurIPS 2025)☆19Jul 10, 2026Updated last week
- [CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation☆52Nov 8, 2022Updated 3 years ago
- ICLR 2024 LMUFormer: Low Complexity Yet Powerful Spiking Model With Legendre Memory Units☆13Sep 20, 2024Updated last year
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆69Dec 8, 2023Updated 2 years ago
- Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention"☆149May 25, 2026Updated last month
- ☆55Jan 21, 2024Updated 2 years ago
- Update arXiv papers about Spiking Neural Networks daily.☆515May 17, 2026Updated 2 months ago
- [ICASSP2022] RATE CODING OR DIRECT CODING: WHICH ONE IS BETTER FOR ACCURATE, ROBUST, and ENERGY-EFFICIENT SPIKING NEURAL NETWORKS☆20Sep 26, 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.
- Pytorch implementation of SEENN (Spiking Early Exit Neural Networks) (NeurIPS 2023)☆19Nov 18, 2024Updated last year
- This project used STBP-tdBN method to directly train Deep Spiking Neural Networks from scratch with PyTorch☆36Feb 2, 2023Updated 3 years ago
- A benchmark suite for evaluating Spiking Neural Networks (SNNs) on temporal processing tasks, comparing abilities of SNN-related models a…☆23Aug 14, 2025Updated 11 months ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆88May 20, 2024Updated 2 years ago
- Pytorch implementation of Spiking Neural Networks for Human Activity Recognition.☆21Dec 11, 2022Updated 3 years ago
- [ICLR 2024] Official implementation of Spiking Graph Contrastive Learning (0️⃣1️⃣ SpikeGCL)☆33May 8, 2024Updated 2 years ago
- ☆73Aug 17, 2023Updated 2 years ago