liyc5929 / neuroseqbenchLinks
A benchmark suite for evaluating Spiking Neural Networks (SNNs) on temporal processing tasks, comparing abilities of SNN-related models and learning algorithms for extended temporal sequences.
☆20Updated 2 months ago
Alternatives and similar repositories for neuroseqbench
Users that are interested in neuroseqbench are comparing it to the libraries listed below
Sorting:
- ☆46Updated last year
- AAAI-2024 "TC-LIF: A Two-Compartment Spiking Neuron Model for Long-Term Sequential Modelling"☆22Updated last year
- Official implementation of "Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings" [ICLR2024]☆63Updated last year
- Code for temporal efficient training☆64Updated 3 months ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆83Updated 2 years ago
- SyOPs counter for spiking neural networks☆67Updated 2 years ago
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆43Updated 2 years ago
- ☆52Updated last year
- Awesome Spiking Neural Networks☆140Updated 7 months ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆64Updated last year
- Code for paper "Optimal ANN-SNN conversion for high-accuracy and ultra-low-latency spiking neural networks"☆31Updated 2 years ago
- [CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation☆52Updated 2 years ago
- Deep Residual Learning in Spiking Neural Networks☆182Updated 3 years ago
- Update arXiv papers about Spiking Neural Networks daily.☆433Updated last week
- ICLR 2023, Spikformer: When Spiking Neural Network Meets Transformer☆370Updated last year
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆85Updated last year
- Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks☆27Updated last year
- 该仓库主要收录了顶会中SNN领域的一些论文，论文内容与代理梯度和ANN-SNN转换相关。☆18Updated 3 years ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆57Updated 2 years ago
- Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation …☆200Updated last year
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆111Updated 3 years ago
- The code of SpikingSSMs: Learning Long Sequences with Sparse and Parallel Spiking State Space Models☆15Updated 6 months ago
- ☆57Updated 2 years ago
- Threshold annealing in binarized spiking neural networks☆16Updated 3 years ago
- Optimal Conversion of Conventional Artificial Neural Networks to Spiking Neural Networks☆33Updated 3 years ago
- Offical implementation of "Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training" (IEEE T-PAMI2025)☆85Updated 5 months ago
- Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network☆112Updated 11 months ago
- Advancing Spiking Neural Networks towards Deep Residual Learning☆59Updated 7 months ago
- Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention" (NeurIPS 2024)☆131Updated 10 months ago
- Offical implementation of "Spike-driven Transformer" (NeurIPS2023)☆285Updated last year