NeuroCompLab-psu / SpikingBERTLinks
This project contains code for the paper titled "SpikingBERT: Distilling BERT to Train Spiking Language Models Using Implicit Differentiation".
☆25Updated last year
Alternatives and similar repositories for SpikingBERT
Users that are interested in SpikingBERT are comparing it to the libraries listed below
Sorting:
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆52Updated 2 years ago
- ☆49Updated last year
- Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation …☆192Updated 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)☆29Updated 2 years ago
- Official Implementation of Paper "SpikeBERT: A Language Spikformer Learned from BERT with Knowledge Distillation".☆25Updated 4 months ago
- Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention" (NeurIPS 2024,Spotlight 3%)☆126Updated 7 months ago
- Pytorch implementation of SEENN (Spiking Early Exit Neural Networks) (NeurIPS 2023)☆15Updated 9 months ago
- Pytorch Implementation of Spiking Neural Networks Calibration, ICML 2021☆89Updated last year
- Offical implementation of "Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training" (IEEE T-PAMI2025)☆76Updated 3 months ago
- Offical implementation of "Spike-driven Transformer" (NeurIPS2023)☆268Updated last year
- Offical implementation of "Quantized Spike-driven Transformer" (ICLR2025)☆23Updated 4 months ago
- Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network☆105Updated 9 months ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆63Updated last year
- Exploring Lottery Ticket Hypothesis in Sparse Spiking Neural Networks (ECCV2022, oral presentation)☆35Updated 3 years ago
- [ICLR 2024] Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks☆41Updated last year
- This is the implentation of our paper "SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking" i…☆30Updated 5 months ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆81Updated last year
- Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks☆21Updated last year
- Codes of the paper: SpikingResformer: Bridging ResNet and Vision Transformer in Spiking Neural Networks (CVPR2024)☆61Updated 8 months ago
- Neural Architecture Search for Spiking Neural Networks, ECCV2022☆68Updated 3 years ago
- [ICLR 2023] Spiking Convolutional Neural Networks for Text Classification☆33Updated last year
- Awesome Spiking Neural Networks☆135Updated 5 months ago
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆57Updated last year
- [NeurIPS 2024] Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation☆18Updated 7 months ago
- ICLR 2023, Spikformer: When Spiking Neural Network Meets Transformer☆350Updated last year
- [ICCV-23] Masked Spiking Transformer☆32Updated 6 months ago
- ☆37Updated last year
- Official code of "AutoSNN: Towards Energy-Efficient Spiking Neural Networks," ICML22☆18Updated 3 years ago
- This is the implentation of our paper "SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms" in ICML…☆39Updated last year
- Deep Residual Learning in Spiking Neural Networks☆173Updated 3 years ago