[ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks
☆44Aug 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
- Codes of the paper: Towards Energy Efficient Spiking Neural Networks: An Unstructured Pruning Framework (ICLR2024)☆13Oct 26, 2025Updated 10 months 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
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆70Dec 8, 2023Updated 2 years ago
- 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.
- ☆20Dec 14, 2023Updated 2 years ago
- ☆63Aug 31, 2023Updated 3 years ago
- ☆73Aug 17, 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)☆31Nov 25, 2022Updated 3 years ago
- [AAAI-25 Oral] Adaptive Calibration☆15Jul 6, 2025Updated last year
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆54Feb 18, 2023Updated 3 years ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆60Jan 2, 2023Updated 3 years ago
- ☆16Feb 10, 2023Updated 3 years ago
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆124Aug 9, 2022Updated 4 years ago
- 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.
- [ICLR 2024] Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks☆46Feb 20, 2024Updated 2 years ago
- Code for temporal efficient training☆74Jul 16, 2025Updated last year
- [ICLR 2024] Code implementation for "EventRPG: Event Data Augmentation with Relevance Propagation Guidance"☆13Jan 9, 2025Updated last year
- SyOPs counter for spiking neural networks☆80May 6, 2023Updated 3 years ago
- Awesome Spiking Neural Networks☆148Mar 24, 2025Updated last year
- Mamba-Spike——CGI2024☆14Dec 3, 2025Updated 8 months ago
- Update arXiv papers about Spiking Neural Networks daily.☆519May 17, 2026Updated 3 months ago
- Deep Residual Learning in Spiking Neural Networks☆198Aug 9, 2022Updated 4 years ago
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆44Dec 12, 2022Updated 3 years ago
- 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.
- Advancing Spiking Neural Networks towards Deep Residual Learning☆64Apr 3, 2025Updated last year
- 🔥 This repository compiles research papers (from top-tier conferences and journals) and code implementations in the field of Spiking Ne…☆464May 4, 2026Updated 3 months ago
- ICLR 2024 LMUFormer: Low Complexity Yet Powerful Spiking Model With Legendre Memory Units☆14Sep 20, 2024Updated last year
- ☆12Oct 4, 2022Updated 3 years ago
- Offical implementation of "Adaptive Smoothing Gradient Learning for Spiking Neural Networks", ICML 2023☆28Aug 30, 2023Updated 3 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆89Feb 17, 2023Updated 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 "Inherent Redundancy in Spiking Neural Networks" (ICCV2023)☆29Jan 7, 2024Updated 2 years ago
- Offical implementation of "Deep Directly-Trained Spiking Neural Networks for Object Detection" (ICCV2023)☆196Apr 21, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ICLR 2023, Spikformer: When Spiking Neural Network Meets Transformer☆413Jan 23, 2024Updated 2 years ago
- SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.☆2,114Updated this week
- Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks☆30Dec 14, 2023Updated 2 years ago
- Spikingformer: A Key Foundation Model for Spiking Neural Networks (AAAI 2026)☆151Apr 16, 2026Updated 4 months ago
- Original DVS128 Gesture Dataset in PyTorch☆14Jun 6, 2023Updated 3 years ago
- Pytorch implementation of ANN-SNN representation similarity analysis (TMLR 2023)☆13Apr 25, 2023Updated 3 years ago
- ☆35Feb 4, 2024Updated 2 years ago