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.
☆33Updated 8 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…☆40Updated last year
- This project contains code for the paper titled "SpikingBERT: Distilling BERT to Train Spiking Language Models Using Implicit Differentia…☆27Updated last year
- Official Implementation of Paper "SpikeBERT: A Language Spikformer Learned from BERT with Knowledge Distillation".☆26Updated 6 months ago
- ☆53Updated last year
- Offical implementation of "Spike-driven Transformer" (NeurIPS2023)☆285Updated last year
- Based on BrainTransformers, BrainGPTForCausalLM is a Large Language Model (LLM) implemented using Spiking Neural Networks (SNN). We are e…☆31Updated last year
- ICLR 2023, Spikformer: When Spiking Neural Network Meets Transformer☆370Updated last year
- Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation …☆201Updated last year
- [ICLR 2023] Spiking Convolutional Neural Networks for Text Classification☆33Updated last year
- Awesome Spiking Neural Networks☆141Updated 7 months ago
- Offical implementation of "Quantized Spike-driven Transformer" (ICLR2025)☆28Updated 7 months ago
- Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention" (NeurIPS 2024)☆131Updated 10 months ago
- Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network☆112Updated 11 months ago
- The code of SpikingSSMs: Learning Long Sequences with Sparse and Parallel Spiking State Space Models☆16Updated 6 months ago
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆52Updated 2 years ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆87Updated last year
- Intelligent-Computing-Lab-Panda / Exploring-Temporal-Information-Dynamics-in-Spiking-Neural-NetworksPyTorch Implementation of Exploring Temporal Information Dynamics in Spiking Neural Networks (AAAI23)☆31Updated 2 years ago
- Offical implementation of "Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training" (IEEE T-PAMI2025)☆84Updated 5 months ago
- Official repository of SpikeZIP-TF in ICML2024☆43Updated 11 months ago
- Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks☆27Updated last year
- ☆16Updated 8 months ago
- Update arXiv papers about Spiking Neural Networks daily.☆434Updated last week
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆43Updated 2 years ago
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆59Updated last year
- Official implementation of "Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings" [ICLR2024]☆63Updated last year
- ☆46Updated last year
- Membrane Potential Batch Normalization for Spiking Neural Networks☆19Updated 2 years ago
- Offical Implementation of "CLIF: Complementary Leaky Integrate-and-Fire Neuron for Spiking Neural Networks" (ICML 2024 spotlight)☆25Updated last month
- Deep Residual Learning in Spiking Neural Networks☆183Updated 3 years ago
- Codes of the paper: SpikingResformer: Bridging ResNet and Vision Transformer in Spiking Neural Networks (CVPR2024)☆70Updated 10 months ago