[ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks
☆45Aug 2, 2023Updated 3 years ago
Alternatives and similar repositories for SLTT
Users that are interested in SLTT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Membrane Potential Batch Normalization for Spiking Neural Networks☆21Aug 18, 2023Updated 3 years ago
- [NeurIPS 2024] Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation☆20Jan 16, 2025Updated last year
- Create a new backward path for more accurate SNN gradients.☆17Aug 19, 2024Updated 2 years ago
- [CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation☆52Nov 8, 2022Updated 3 years ago
- ☆23Nov 28, 2022Updated 3 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.
- Codes of the paper: Towards Energy Efficient Spiking Neural Networks: An Unstructured Pruning Framework (ICLR2024)☆13Oct 26, 2025Updated last year
- ☆20Dec 14, 2023Updated 2 years ago
- [AAAI-25 Oral] Adaptive Calibration☆15Jul 6, 2025Updated last year
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆72Dec 8, 2023Updated 2 years ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆61Jan 2, 2023Updated 3 years ago
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆55Feb 18, 2023Updated 3 years ago
- ☆16Feb 10, 2023Updated 3 years ago
- ☆63Aug 31, 2023Updated 3 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)☆32Nov 25, 2022Updated 3 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.
- ☆14Dec 2, 2021Updated 4 years ago
- ☆73Aug 17, 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
- [ICLR 2024] Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks☆45Feb 20, 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 "Inherent Redundancy in Spiking Neural Networks" (ICCV2023)☆29Jan 7, 2024Updated 2 years ago
- Deep Residual Learning in Spiking Neural Networks☆201Aug 9, 2022Updated 4 years ago
- [ICLR 2024] Code implementation for "EventRPG: Event Data Augmentation with Relevance Propagation Guidance"☆13Jan 9, 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.
- Codes of the paper: SpikingResformer: Bridging ResNet and Vision Transformer in Spiking Neural Networks (CVPR2024)☆80Dec 19, 2024Updated last year
- Offical implementation of "Adaptive Smoothing Gradient Learning for Spiking Neural Networks", ICML 2023☆28Aug 30, 2023Updated 3 years ago
- Update arXiv papers about Spiking Neural Networks daily.☆521Updated this week
- Awesome Spiking Neural Networks☆150Mar 24, 2025Updated last year
- AAAI-2024 "TC-LIF: A Two-Compartment Spiking Neuron Model for Long-Term Sequential Modelling"☆23Aug 23, 2024Updated 2 years ago
- Advancing Spiking Neural Networks towards Deep Residual Learning☆64Apr 3, 2025Updated last year
- ☆56Jan 21, 2024Updated 2 years ago
- developing tools for LIAF-SNNs and LIF-SNNs☆10Sep 14, 2022Updated 4 years ago
- Pytorch implementation of ANN-SNN representation similarity analysis (TMLR 2023)☆13Apr 25, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- SyOPs counter for spiking neural networks☆80May 6, 2023Updated 3 years ago
- Mamba-Spike——CGI2024☆16Dec 3, 2025Updated 10 months ago
- Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks☆31Dec 14, 2023Updated 2 years ago
- Offical implementation of "Deep Directly-Trained Spiking Neural Networks for Object Detection" (ICCV2023)☆196Apr 21, 2025Updated last year
- ICLR 2024 LMUFormer: Low Complexity Yet Powerful Spiking Model With Legendre Memory Units☆14Sep 20, 2024Updated 2 years ago
- 🔥 This repository compiles research papers (from top-tier conferences and journals) and code implementations in the field of Spiking Ne…☆472Oct 9, 2026Updated 3 weeks ago
- ICLR 2023, Spikformer: When Spiking Neural Network Meets Transformer☆418Jan 23, 2024Updated 2 years ago