This is the implentation of our paper "SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking" in ICLR 2025.
☆59Mar 2, 2025Updated last year
Alternatives and similar repositories for SpikeLLM
Users that are interested in SpikeLLM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is the implentation of our paper "SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms" in ICML…☆47Jul 9, 2024Updated 2 years ago
- [Neural Networks] SpikeBERT: A Language Spikformer Learned from BERT with Knowledge Distillation☆32Apr 11, 2025Updated last year
- Offical implementation of "Quantized Spike-driven Transformer" (ICLR2025)☆35Dec 23, 2025Updated 10 months ago
- Spiking Global-Local Fusion Transformer☆23Apr 27, 2025Updated last year
- Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks☆31Dec 14, 2023Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆10Dec 5, 2025Updated 11 months ago
- Based on BrainTransformers, BrainGPTForCausalLM is a Large Language Model (LLM) implemented using Spiking Neural Networks (SNN). We are e…☆40Oct 22, 2024Updated 2 years ago
- Create a new backward path for more accurate SNN gradients.☆17Aug 19, 2024Updated 2 years ago
- Mamba-Spike——CGI2024☆16Dec 3, 2025Updated 11 months ago
- Offical implementation of "Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training" (IEEE T-PAMI2025)☆120May 20, 2025Updated last year
- [CCS'22] Backdoor Attacks on Spiking NNs and Neuromorphic Datasets☆11Mar 4, 2023Updated 3 years ago
- This project contains code for the paper titled "SpikingBERT: Distilling BERT to Train Spiking Language Models Using Implicit Differentia…☆29Feb 21, 2024Updated 2 years ago
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆44Dec 12, 2022Updated 3 years ago
- [Neural Networks] SpikeCLIP: A Contrastive Language-Image Pretrained Spiking Neural Network☆10May 20, 2025Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆62Apr 16, 2024Updated 2 years ago
- ICLR 2023, Spikformer: When Spiking Neural Network Meets Transformer☆419Jan 23, 2024Updated 2 years ago
- The 1st Spiking Transformer Benchmark (NeurIPS 2025)☆18Jul 10, 2026Updated 4 months ago
- Official repository of SpikeZIP-TF in ICML2024☆51Dec 4, 2024Updated last year
- ☆56Jan 21, 2024Updated 2 years ago
- Spikingformer: A Key Foundation Model for Spiking Neural Networks (AAAI 2026)☆153Apr 16, 2026Updated 6 months ago
- Offical implementation of "Spike-driven Transformer" (NeurIPS2023)☆320Mar 18, 2024Updated 2 years ago
- Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation …☆236May 10, 2024Updated 2 years ago
- Update arXiv papers about Spiking Neural Networks daily.☆523Updated this week
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Awesome Spiking Neural Networks☆150Mar 24, 2025Updated last year
- Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention"☆150May 25, 2026Updated 5 months ago
- Securing Deep Spiking Neural Networks against Adversarial Attacks through Inherent Structural Parameters☆13Aug 15, 2022Updated 4 years ago
- Neuron-Astrocyte Liquid State Machine☆28Nov 24, 2021Updated 4 years ago
- An energy simulation framework for BPTT-based SNN inference and training.☆16Sep 6, 2023Updated 3 years ago
- A simple implementation of Liquid State machine using Leaky integrate and fire spiking neurons☆12Jan 16, 2018Updated 8 years ago
- Codes of the paper: SpikingResformer: Bridging ResNet and Vision Transformer in Spiking Neural Networks (CVPR2024)☆80Dec 19, 2024Updated last year
- This is the official project repository for BKDSNN: Enhancing the Performance of Learning-based Spiking Neural Networks Training with Blu…☆39Nov 22, 2024Updated last year
- Offical implementation of "Gated Attention Coding for Training High-performance and Efficient Spiking Neural Networks" (AAAI2024)☆122May 31, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [NeurIPS 2024] Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation☆20Jan 16, 2025Updated last year
- Short-Term Plasticity in a Liquid State Machine Biomimetic Robot Arm Controller☆10Jul 25, 2017Updated 9 years ago
- Code implementation of DuoGPT (NeurIPS 2025, https://arxiv.org/abs/2506.20194)☆10Sep 23, 2025Updated last year
- This is simple code of SpikedAttention (Neurips 2024)☆23Mar 30, 2025Updated last year
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆55Feb 18, 2023Updated 3 years ago
- ☆95Feb 8, 2026Updated 9 months ago
- Codes of the paper: Towards Energy Efficient Spiking Neural Networks: An Unstructured Pruning Framework (ICLR2024)☆13Oct 26, 2025Updated last year
Are these results useful?