pkuxmq / HLOP-SNN
[ICLR 2024] Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks
☆31Updated 10 months ago
Alternatives and similar repositories for HLOP-SNN:
Users that are interested in HLOP-SNN are comparing it to the libraries listed below
- This project contains code for the paper titled "SpikingBERT: Distilling BERT to Train Spiking Language Models Using Implicit Differentia…☆15Updated 10 months ago
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆50Updated last year
- ICLR 2023, Spiking Convolutional Neural Networks for Text Classification☆28Updated 6 months ago
- Membrane Potential Batch Normalization for Spiking Neural Networks☆20Updated last year
- ☆47Updated 11 months ago
- Offical implementation of "Inherent Redundancy in Spiking Neural Networks" (ICCV2023)☆27Updated last year
- ☆41Updated 2 years ago
- Exploring Lottery Ticket Hypothesis in Sparse Spiking Neural Networks (ECCV2022, oral presentation)☆32Updated 2 years ago
- Create a new backward path for more accurate SNN gradients.☆15Updated 5 months ago
- code for generating data set ES-ImageNet with corresponding training code☆29Updated 7 months ago
- Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention" (NeurIPS 2024，Spotlight 3%)☆90Updated 2 weeks ago
- Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network☆87Updated last month
- ☆13Updated last year
- Codes of the paper: SpikingResformer: Bridging ResNet and Vision Transformer in Spiking Neural Networks (CVPR2024)☆45Updated last month
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆36Updated 2 years ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆73Updated 7 months ago
- This is the official project repository for BKDSNN: Enhancing the Performance of Learning-based Spiking Neural Networks Training with Blu…☆23Updated last month
- PyTorch Implementation of Exploring Temporal Information Dynamics in Spiking Neural Networks (AAAI23)☆25Updated 2 years ago
- Official repository of SpikeZIP-TF in ICML2024☆31Updated last month
- Advancing Spiking Neural Networks towards Deep Residual Learning☆46Updated 10 months ago
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆50Updated 9 months ago
- Official code of "AutoSNN: Towards Energy-Efficient Spiking Neural Networks," ICML22☆17Updated 2 years ago
- [ICLR 2024] Official implementation of Spiking Graph Contrastive Learning (0️⃣1️⃣ SpikeGCL)☆29Updated 8 months ago
- ☆28Updated last year
- Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation …☆156Updated 8 months ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆55Updated last year
- This is the official code for our paper "Differentiable Hierarchical and Surrogate Gradient Search for Spiking Neural Networks, NeurIPS 2…☆14Updated last year
- Offical implementation of "Spike-driven Transformer" (NeurIPS2023)☆232Updated 10 months ago
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆37Updated last year
- A rough implementation of SpikeBERT☆16Updated 9 months ago