ronichester / SL-animals-DVS-stbpLinks
STBP (Spatio Temporal Back Propagation) implemented on SL-Animals-DVS dataset for training Spiking Neural Networks
☆11Updated last year
Alternatives and similar repositories for SL-animals-DVS-stbp
Users that are interested in SL-animals-DVS-stbp are comparing it to the libraries listed below
Sorting:
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆59Updated last year
- Codes of the paper: SpikingResformer: Bridging ResNet and Vision Transformer in Spiking Neural Networks (CVPR2024)☆68Updated 10 months ago
- Create a new backward path for more accurate SNN gradients.☆16Updated last year
- Membrane Potential Batch Normalization for Spiking Neural Networks☆19Updated 2 years ago
- Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network☆109Updated 11 months ago
- Intelligent-Computing-Lab-Panda / Exploring-Temporal-Information-Dynamics-in-Spiking-Neural-NetworksPyTorch Implementation of Exploring Temporal Information Dynamics in Spiking Neural Networks (AAAI23)☆30Updated 2 years ago
- Codes of the paper: Towards Energy Efficient Spiking Neural Networks: An Unstructured Pruning Framework (ICLR2024)☆14Updated last year
- [ECCV-2024] DailyDVS-200: A Comprehensive Benchmark Dataset for Event-Based Action Recognition☆34Updated 5 months ago
- Joint A-SNN: Joint Training of Artificial and Spiking Neural Networks via Self-Distillation and Weight Factorization☆10Updated 2 years ago
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆43Updated 2 years ago
- [Neurips 2023] Exploring Loss Functions for Time-based Training Strategy in Spiking Neural Networks☆17Updated last year
- Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagatio…☆44Updated last year
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆111Updated 3 years ago
- Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention" (NeurIPS 2024)☆129Updated 9 months ago
- Source code for AAAI 2024 paper "Finding Visual Saliency in Continuous Spike Stream"☆12Updated 2 months ago
- Deep Residual Learning in Spiking Neural Networks☆182Updated 3 years ago
- Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation …☆198Updated last year
- Awesome Spiking Neural Networks☆140Updated 7 months ago
- ☆52Updated last year
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆64Updated last year
- Advancing Spiking Neural Networks towards Deep Residual Learning☆59Updated 6 months ago
- ☆64Updated 2 years ago
- Spiking Global-Local Fusion Transformer☆19Updated 6 months ago
- Official repository of SpikeZIP-TF in ICML2024☆43Updated 10 months ago
- ☆14Updated 3 years ago
- [NeurIPS 2024] Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation☆18Updated 9 months ago
- [WACV 2024] Spiking Denoising Diffusion Probabilistic Models☆53Updated last month
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆52Updated 2 years ago
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆43Updated 2 years ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆84Updated last year