EdisonLeeeee / SpikeGCL
[ICLR 2024] Official implementation of Spiking Graph Contrastive Learning (0️⃣1️⃣ SpikeGCL)
☆29Updated 8 months ago
Alternatives and similar repositories for SpikeGCL:
Users that are interested in SpikeGCL are comparing it to the libraries listed below
- ☆41Updated 2 years ago
- [AAAI 2023] Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks☆66Updated last year
- Create a new backward path for more accurate SNN gradients.☆15Updated 5 months ago
- This project contains code for the paper titled "SpikingBERT: Distilling BERT to Train Spiking Language Models Using Implicit Differentia…☆15Updated 10 months ago
- This repo is for source code of paper "SpikeGraphormer: A High-Performance Graph Transformer with Spiking Graph Attention".☆14Updated 9 months ago
- [NeurIPS 2024] State Space Models on Temporal Graphs: A First-Principles Study☆11Updated 2 weeks ago
- PyTorch Implementation of Exploring Temporal Information Dynamics in Spiking Neural Networks (AAAI23)☆25Updated 2 years ago
- [ICASSP2022] RATE CODING OR DIRECT CODING: WHICH ONE IS BETTER FOR ACCURATE, ROBUST, and ENERGY-EFFICIENT SPIKING NEURAL NETWORKS☆19Updated last year
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆50Updated last year
- Membrane Potential Batch Normalization for Spiking Neural Networks☆20Updated last year
- [ICLR 2024] Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks☆31Updated 10 months ago
- ☆47Updated 11 months ago
- The link of DGNN's model and some datasets☆10Updated 8 months ago
- ☆46Updated last month
- [NeurIPS 2024] Spiking Graph Neural Networks on Riemannian Manifolds☆13Updated 2 months ago
- Offical Implementation of "CLIF: Complementary Leaky Integrate-and-Fire Neuron for Spiking Neural Networks" (ICML 2024 spotlight)☆14Updated 6 months ago
- Exploring Lottery Ticket Hypothesis in Sparse Spiking Neural Networks (ECCV2022, oral presentation)☆32Updated 2 years ago
- Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention" (NeurIPS 2024,Spotlight 3%)☆90Updated 2 weeks ago
- A spiking graph neural network for event-based learning☆46Updated 4 years ago
- Awesome Spiking Neural Networks☆111Updated 7 months ago
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆50Updated 9 months ago
- Two-Compartment Leaky Integrate-and-Fire Model☆16Updated 4 months ago
- Code for IJCAI'24 paper: Gradformer: Graph Transformer with Exponential Decay☆39Updated last month
- NeurIPS'22 Spotlight paper "Hierarchical Graph Transformer with Adaptive Node Sampling"☆49Updated last year
- ☆50Updated 2 years ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆73Updated 7 months ago
- ☆16Updated last year
- Offical implementation of "Spike-driven Transformer" (NeurIPS2023)☆232Updated 10 months ago
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆36Updated 2 years ago
- ☆16Updated 7 months ago