LumenScopeAI / BrainTransformers-SNN-LLMLinks
Based on BrainTransformers, BrainGPTForCausalLM is a Large Language Model (LLM) implemented using Spiking Neural Networks (SNN). We are excited to announce that our technical report is now available on arXiv: [BrainTransformers: SNN-LLM](https://arxiv.org/abs/2410.14687)
☆30Updated 8 months ago
Alternatives and similar repositories for BrainTransformers-SNN-LLM
Users that are interested in BrainTransformers-SNN-LLM are comparing it to the libraries listed below
Sorting:
- This project contains code for the paper titled "SpikingBERT: Distilling BERT to Train Spiking Language Models Using Implicit Differentia…☆24Updated last year
- Official Implementation of Paper "SpikeBERT: A Language Spikformer Learned from BERT with Knowledge Distillation".☆22Updated 3 months ago
- This is the implentation of our paper "SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking" i…☆24Updated 4 months ago
- This is the implentation of our paper "SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms" in ICML…☆40Updated last year
- Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention" (NeurIPS 2024，Spotlight 3%)☆119Updated 6 months ago
- ☆50Updated last year
- Offical implementation of "Spike-driven Transformer" (NeurIPS2023)☆262Updated last year
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆51Updated 2 years ago
- ☆55Updated 2 years ago
- This is the official project repository for BKDSNN: Enhancing the Performance of Learning-based Spiking Neural Networks Training with Blu…☆28Updated 7 months ago
- Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation …☆187Updated last year
- Official repository of SpikeZIP-TF in ICML2024☆38Updated 7 months ago
- Awesome Spiking Neural Networks☆133Updated 3 months ago
- ICLR 2023, Spikformer: When Spiking Neural Network Meets Transformer☆344Updated last year
- This is simple code of SpikedAttention (Neurips 2024)☆20Updated 3 months ago
- [ICLR 2023] Spiking Convolutional Neural Networks for Text Classification☆33Updated last year
- [ICLR 2024] Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks☆38Updated last year
- Pytorch implementation of SEENN (Spiking Early Exit Neural Networks) (NeurIPS 2023)☆16Updated 8 months ago
- Pytorch Implementation of Spiking Neural Networks Calibration, ICML 2021☆87Updated last year
- Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network☆103Updated 7 months ago
- Offical implementation of "Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training" (IEEE T-PAMI2025)☆75Updated last month
- Exploring Lottery Ticket Hypothesis in Sparse Spiking Neural Networks (ECCV2022, oral presentation)☆34Updated 3 years ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆81Updated last year
- ☆45Updated last year
- To appear in the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021).☆30Updated 3 years ago
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆83Updated this week
- ☆22Updated last month
- Mamba-Spike——CGI2024☆10Updated last year
- ☆29Updated last year
- ☆36Updated last year