Spike-HAR++: an energy-efficient and lightweight parallel spiking transformer for event-based human action recognition

Event-based cameras are suitable for human action recognition (HAR) by providing movement perception with highly dynamic range, high temporal resolution, high power efficiency and low latency. Spike Neural Networks (SNNs) are naturally suited to deal with the asynchronous and sparse data from the ev...

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Bibliographic Details
Main Authors: Xinxu Lin, Mingxuan Liu, Hong Chen
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-11-01
Series:Frontiers in Computational Neuroscience
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Online Access:https://www.frontiersin.org/articles/10.3389/fncom.2024.1508297/full
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