EdisonLeeeee / SpikeGCL
[ICLR 2024] Official implementation of Spiking Graph Contrastive Learning (0️⃣1️⃣ SpikeGCL)
☆27Updated 6 months ago
Related projects ⓘ
Alternatives and complementary repositories for SpikeGCL
- ☆40Updated 2 years ago
- [AAAI 2023] Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks☆58Updated last year
- Create a new backward path for more accurate SNN gradients.☆13Updated 3 months ago
- Membrane Potential Batch Normalization for Spiking Neural Networks☆19Updated last year
- [ICLR 2024] Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks☆28Updated 9 months ago
- A spiking graph neural network for event-based learning☆45Updated 3 years ago
- This project contains code for the paper titled "SpikingBERT: Distilling BERT to Train Spiking Language Models Using Implicit Differentia…☆12Updated 9 months ago
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆49Updated last year
- [ICASSP2022] RATE CODING OR DIRECT CODING: WHICH ONE IS BETTER FOR ACCURATE, ROBUST, and ENERGY-EFFICIENT SPIKING NEURAL NETWORKS☆19Updated last year
- Offical implementation of "Spike-driven Transformer" (NeurIPS2023)☆220Updated 8 months ago
- Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention" (NeurIPS 2024,Spotlight 3%)☆73Updated last week
- ☆45Updated 10 months ago
- ☆38Updated last month
- PyTorch Implementation of Exploring Temporal Information Dynamics in Spiking Neural Networks (AAAI23)☆22Updated last year
- Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation …☆139Updated 6 months ago
- NeurIPS'22 Spotlight paper "Hierarchical Graph Transformer with Adaptive Node Sampling"☆47Updated last year
- Two-Compartment Leaky Integrate-and-Fire Model☆13Updated 2 months ago
- Exploring Lottery Ticket Hypothesis in Sparse Spiking Neural Networks (ECCV2022, oral presentation)☆32Updated 2 years ago
- Code and data to the publication "SpikE: spike-based embeddings for multi-relational graph data".☆13Updated last year
- Codes of the paper: SpikingResformer: Bridging ResNet and Vision Transformer in Spiking Neural Networks (CVPR2024)☆38Updated 6 months ago
- An event-driven learning algorithm for spiking neural networks☆24Updated 6 months ago
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆46Updated 7 months ago
- Pytorch implementation of SEENN (Spiking Early Exit Neural Networks) (NeurIPS 2023)☆11Updated this week
- Awesome Spiking Neural Networks☆102Updated 6 months ago
- ☆16Updated 5 months ago
- ☆15Updated 11 months ago
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆36Updated last year
- Lifelong Learning of Graph Neural Networks for Open-World Node Classification☆28Updated last year
- ☆47Updated last year
- Code of "Totally Dynamic Hypergraph Neural Network"☆21Updated 5 months ago