Xingrun-Xing2 / SpikeLLMLinks
This is the implentation of our paper "SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking" in ICLR 2025.
☆30Updated 6 months ago
Alternatives and similar repositories for SpikeLLM
Users that are interested in SpikeLLM are comparing it to the libraries listed below
Sorting:
- This is the implentation of our paper "SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms" in ICML…☆39Updated last year
- This project contains code for the paper titled "SpikingBERT: Distilling BERT to Train Spiking Language Models Using Implicit Differentia…☆25Updated last year
- Official Implementation of Paper "SpikeBERT: A Language Spikformer Learned from BERT with Knowledge Distillation".☆25Updated 4 months ago
- Based on BrainTransformers, BrainGPTForCausalLM is a Large Language Model (LLM) implemented using Spiking Neural Networks (SNN). We are e…☆29Updated 10 months ago
- ☆49Updated last year
- Offical implementation of "Spike-driven Transformer" (NeurIPS2023)☆270Updated last year
- Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation …☆192Updated last year
- Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention" (NeurIPS 2024,Spotlight 3%)☆126Updated 8 months ago
- [ICLR 2023] Spiking Convolutional Neural Networks for Text Classification☆33Updated last year
- Offical implementation of "Quantized Spike-driven Transformer" (ICLR2025)☆23Updated 4 months ago
- Awesome Spiking Neural Networks☆135Updated 5 months ago
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆52Updated 2 years ago
- ICLR 2023, Spikformer: When Spiking Neural Network Meets Transformer☆354Updated last year
- The code of SpikingSSMs: Learning Long Sequences with Sparse and Parallel Spiking State Space Models☆15Updated 4 months ago
- Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network☆105Updated 9 months ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆81Updated last year
- Offical implementation of "Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training" (IEEE T-PAMI2025)☆76Updated 3 months ago
- Pytorch implementation of SEENN (Spiking Early Exit Neural Networks) (NeurIPS 2023)☆15Updated 9 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)☆29Updated 2 years ago
- Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks☆22Updated last year
- Codes of the paper: SpikingResformer: Bridging ResNet and Vision Transformer in Spiking Neural Networks (CVPR2024)☆63Updated 8 months ago
- Official repository of SpikeZIP-TF in ICML2024☆39Updated 9 months ago
- [WACV 2024] Spiking Denoising Diffusion Probabilistic Models☆51Updated 3 months ago
- [ICCV-23] Masked Spiking Transformer☆32Updated 6 months ago
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆43Updated 2 years ago
- Implementation of "A Hybrid ANN-SNN Architecture for Low-Power and Low-Latency Visual Perception". CVPRW 2024☆22Updated last year
- This is simple code of SpikedAttention (Neurips 2024)☆20Updated 5 months ago
- ☆44Updated last year
- Offical Implementation of "CLIF: Complementary Leaky Integrate-and-Fire Neuron for Spiking Neural Networks" (ICML 2024 spotlight)☆24Updated 3 months ago
- Create a new backward path for more accurate SNN gradients.☆16Updated last year