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Brain-inspired computing lab's Projects

asa-snn icon asa-snn

Offical implementation of "Inherent Redundancy in Spiking Neural Networks" (ICCV2023)

attention-snn icon attention-snn

Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)

ems-yolo icon ems-yolo

Offical implementation of "Deep Directly-Trained Spiking Neural Networks for Object Detection" (ICCV2023)

gac icon gac

Offical implementation of "Gated Attention Coding for Training High-performance and Efficient Spiking Neural Networks" (AAAI2024)

ms-resnet icon ms-resnet

Offical implementation of "Advancing Spiking Neural Networks towards Deep Residual Learning" (IEEE TNNLS 2024)

rm-snn icon 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-based-dynamic-computing icon spike-based-dynamic-computing

Offical implementation of "Spike-based dynamic computing with asynchronous sensing-computing neuromorphic chip" (Nature Communications 2024)

spike-driven-transformer-v2 icon 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 icon spikeyolo

Offical implementation of "Integer-Valued Training and Spike-Driven Inference Spiking Neural Network for High-performance and Energy-efficient Object Detection" (ECCV2024)

t-revsnn icon 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.

ta-snn icon ta-snn

Offical implementation of "Temporal-wise Attention Spiking Neural Networks for Event Streams Classification" (ICCV2021)

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