NeuroCompLab-psu / SpikingBERT
This project contains code for the paper titled "SpikingBERT: Distilling BERT to Train Spiking Language Models Using Implicit Differentiation".
☆15Updated last year
Alternatives and similar repositories for SpikingBERT:
Users that are interested in SpikingBERT are comparing it to the libraries listed below
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆50Updated 2 years ago
- A rough implementation of SpikeBERT☆17Updated 10 months ago
- ☆47Updated last year
- [ICCV-23] Masked Spiking Transformer☆30Updated last year
- Exploring Lottery Ticket Hypothesis in Sparse Spiking Neural Networks (ECCV2022, oral presentation)☆33Updated 2 years ago
- Offical implementation of "Inherent Redundancy in Spiking Neural Networks" (ICCV2023)☆27Updated last year
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆51Updated 10 months ago
- Offical implementation of "Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training" (IEEE T-PAMI2025)☆32Updated last week
- Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagatio…☆39Updated 7 months ago
- PyTorch Implementation of Exploring Temporal Information Dynamics in Spiking Neural Networks (AAAI23)☆27Updated 2 years ago
- [ICLR 2024] Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks☆32Updated last year
- Codes of the paper: SpikingResformer: Bridging ResNet and Vision Transformer in Spiking Neural Networks (CVPR2024)☆45Updated 2 months ago
- code for generating data set ES-ImageNet with corresponding training code☆29Updated 8 months ago
- Advancing Spiking Neural Networks towards Deep Residual Learning☆47Updated 11 months ago
- This is the official project repository for BKDSNN: Enhancing the Performance of Learning-based Spiking Neural Networks Training with Blu…☆23Updated 2 months ago
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆36Updated 2 years ago
- Membrane Potential Batch Normalization for Spiking Neural Networks☆20Updated last year
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆73Updated 9 months ago
- Pytorch Implementation of Spiking Neural Networks Calibration, ICML 2021☆85Updated 9 months ago
- Create a new backward path for more accurate SNN gradients.☆15Updated 6 months ago
- ☆29Updated last year
- Official code of "AutoSNN: Towards Energy-Efficient Spiking Neural Networks," ICML22☆17Updated 2 years ago
- Pytorch implementation of SEENN (Spiking Early Exit Neural Networks) (NeurIPS 2023)☆12Updated 3 months ago
- Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks☆18Updated last year
- This repository contains code from our paper Efficient and Accurate Conversion of Spiking Neural Network with Burst Spikes, published in …☆20Updated 2 years ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆56Updated last year
- Official repository of SpikeZIP-TF in ICML2024☆32Updated 2 months ago
- ICLR 2023, Spiking Convolutional Neural Networks for Text Classification☆28Updated 7 months ago
- Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention" (NeurIPS 2024,Spotlight 3%)☆97Updated last month
- STSC-SNN: Spatio-Temporal Synaptic Connection with temporal convolution and attention for spiking neural networks☆22Updated 2 years ago