yfguo91 / MPBN
Membrane Potential Batch Normalization for Spiking Neural Networks
☆19Updated last year
Related projects: ⓘ
- Create a new backward path for more accurate SNN gradients.☆13Updated last month
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆32Updated last year
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆47Updated last year
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆40Updated 5 months ago
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆33Updated last year
- PyTorch Implementation of Exploring Temporal Information Dynamics in Spiking Neural Networks (AAAI23)☆22Updated last year
- [ICASSP2022] RATE CODING OR DIRECT CODING: WHICH ONE IS BETTER FOR ACCURATE, ROBUST, and ENERGY-EFFICIENT SPIKING NEURAL NETWORKS☆19Updated 11 months ago
- Advancing Spiking Neural Networks towards Deep Residual Learning☆37Updated 6 months ago
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- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆51Updated 9 months ago
- Codes of the paper: SpikingResformer: Bridging ResNet and Vision Transformer in Spiking Neural Networks (CVPR2024)☆32Updated 4 months ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆54Updated 4 months ago
- Exploring Lottery Ticket Hypothesis in Sparse Spiking Neural Networks (ECCV2022, oral presentation)