Pinned Repositories
ASA-SNN
Offical implementation of "Inherent Redundancy in Spiking Neural Networks" (ICCV2023)
Attention-SNN
Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)
EMS-YOLO
Offical implementation of "Deep Directly-Trained Spiking Neural Networks for Object Detection" (ICCV2023)
GAC
Offical implementation of "Gated Attention Coding for Training High-performance and Efficient Spiking Neural Networks" (AAAI2024)
MS-ResNet
Offical implementation of "Advancing Spiking Neural Networks towards Deep Residual Learning" (IEEE TNNLS 2024)
RM-SNN
Offical implementation of "Sparser spiking activity can be better: Feature Refine-and-Mask spiking neural network for event-based visual recognition" (Neural Networks 2023)
Spike-Driven-Transformer
Offical implementation of "Spike-driven Transformer" (NeurIPS2023)
Spike-Driven-Transformer-V2
Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips" (ICLR2024)
SpikeYOLO
Offical implementation of "Integer-Valued Training and Spike-Driven Inference Spiking Neural Network for High-performance and Energy-efficient Object Detection" (ECCV2024 Oral)
TA-SNN
Offical implementation of "Temporal-wise Attention Spiking Neural Networks for Event Streams Classification" (ICCV2021)
BICLab's Repositories
BICLab/Spike-Driven-Transformer
Offical implementation of "Spike-driven Transformer" (NeurIPS2023)
BICLab/EMS-YOLO
Offical implementation of "Deep Directly-Trained Spiking Neural Networks for Object Detection" (ICCV2023)
BICLab/Spike-Driven-Transformer-V2
Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips" (ICLR2024)
BICLab/SpikeYOLO
Offical implementation of "Integer-Valued Training and Spike-Driven Inference Spiking Neural Network for High-performance and Energy-efficient Object Detection" (ECCV2024 Oral)
BICLab/Attention-SNN
Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)
BICLab/ASA-SNN
Offical implementation of "Inherent Redundancy in Spiking Neural Networks" (ICCV2023)
BICLab/TA-SNN
Offical implementation of "Temporal-wise Attention Spiking Neural Networks for Event Streams Classification" (ICCV2021)
BICLab/MS-ResNet
Offical implementation of "Advancing Spiking Neural Networks towards Deep Residual Learning" (IEEE TNNLS 2024)
BICLab/GAC
Offical implementation of "Gated Attention Coding for Training High-performance and Efficient Spiking Neural Networks" (AAAI2024)
BICLab/RM-SNN
Offical implementation of "Sparser spiking activity can be better: Feature Refine-and-Mask spiking neural network for event-based visual recognition" (Neural Networks 2023)
BICLab/Spike-based-Dynamic-Computing
Offical implementation of "Spike-based dynamic computing with asynchronous sensing-computing neuromorphic chip" (Nature Communications 2024)
BICLab/T-RevSNN
Offical implementation of High-Performance Temporal Reversible Spiking Neural Networks with $O(L)$ Training Memory and $O(1)$ Inference Cost, ICML 2024 spotlight.
BICLab/MFS-Seg