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.
☆14Updated this week
Alternatives and similar repositories for neuroseqbench
Users that are interested in neuroseqbench are comparing it to the libraries listed below
Sorting:
- ☆44Updated last year
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆55Updated 2 years ago
- Official implementation of "Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings" [ICLR2024]☆59Updated last year
- Code for temporal efficient training☆62Updated 9 months ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆61Updated last year
- ☆50Updated last year
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆81Updated 2 years ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆51Updated 3 years ago
- AAAI-2024 "TC-LIF: A Two-Compartment Spiking Neuron Model for Long-Term Sequential Modelling"☆18Updated 9 months ago
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆78Updated this week
- The code of SpikingSSMs: Learning Long Sequences with Sparse and Parallel Spiking State Space Models☆12Updated last month
- [CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation☆51Updated 2 years ago
- ☆77Updated last year
- This project contains code for the paper titled "SpikingBERT: Distilling BERT to Train Spiking Language Models Using Implicit Differentia…☆20Updated last year
- ☆52Updated last year
- ☆29Updated last year
- This is the official code for our paper "Differentiable Hierarchical and Surrogate Gradient Search for Spiking Neural Networks, NeurIPS 2…☆14Updated last year
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆80Updated last year
- Training Recurrent Neural Networks via Forward Propagation Through Time☆41Updated 3 years ago
- 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 2 years ago
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆42Updated last year
- ☆19Updated 3 years ago
- Offical implementation of "Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training" (IEEE T-PAMI2025)☆66Updated 2 weeks ago
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆107Updated 2 years ago
- Advancing Spiking Neural Networks towards Deep Residual Learning☆52Updated 2 months ago
- Pytorch Implementation of Spiking Neural Networks Calibration, ICML 2021☆87Updated last year
- SyOPs counter for spiking neural networks☆62Updated 2 years ago
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆51Updated 2 years ago
- Deep Residual Learning in Spiking Neural Networks☆167Updated 2 years ago
- Threshold annealing in binarized spiking neural networks☆16Updated 3 years ago