Xingrun-Xing / SpikeLMLinks
This is the implentation of our paper "SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms" in ICML 2024.
☆38Updated 10 months ago
Alternatives and similar repositories for SpikeLM
Users that are interested in SpikeLM are comparing it to the libraries listed below
Sorting:
- ☆50Updated last year
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆51Updated 2 years ago
- This project contains code for the paper titled "SpikingBERT: Distilling BERT to Train Spiking Language Models Using Implicit Differentia…☆20Updated last year
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆80Updated last year
- Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation …☆181Updated last year
- Awesome Spiking Neural Networks☆130Updated 2 months ago
- Offical implementation of "Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training" (IEEE T-PAMI2025)☆66Updated 2 weeks ago
- Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention" (NeurIPS 2024,Spotlight 3%)☆116Updated 5 months ago
- This is the official project repository for BKDSNN: Enhancing the Performance of Learning-based Spiking Neural Networks Training with Blu…☆27Updated 6 months ago
- Official repository of SpikeZIP-TF in ICML2024☆36Updated 6 months ago
- Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks☆21Updated last year
- Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network☆101Updated 6 months ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆61Updated last year
- ☆52Updated last year
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆42Updated last year
- ☆29Updated last year
- Official Implementation of Paper "SpikeBERT: A Language Spikformer Learned from BERT with Knowledge Distillation".☆21Updated last month
- Offical implementation of "Spike-driven Transformer" (NeurIPS2023)☆260Updated last year
- ☆44Updated last year
- This is the implentation of our paper "SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking" i…☆18Updated 3 months ago
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆56Updated last year
- SyOPs counter for spiking neural networks☆62Updated 2 years ago
- [ICCV-23] Masked Spiking Transformer☆32Updated 3 months ago
- Pytorch implementation of SEENN (Spiking Early Exit Neural Networks) (NeurIPS 2023)☆15Updated 6 months ago
- Pytorch Implementation of Spiking Neural Networks Calibration, ICML 2021☆87Updated last year
- [NeurIPS 2024] Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation☆16Updated 4 months ago
- [ICLR 2023] Spiking Convolutional Neural Networks for Text Classification☆32Updated 10 months ago
- Deep Residual Learning in Spiking Neural Networks☆167Updated 2 years ago
- ICLR 2023, Spikformer: When Spiking Neural Network Meets Transformer☆333Updated last year
- ☆17Updated 2 years ago