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The Spike Gating Flow: A Hierarchical Structure Based Spiking Neural Network for Online Gesture Recognition. (arXiv:2206.01910v1 [cs.CV])
cs.CV updates on arXiv.org arxiv.org
Action recognition is an exciting research avenue for artificial intelligence
since it may be a game changer in the emerging industrial fields such as
robotic visions and automobiles. However, current deep learning faces major
challenges for such applications because of the huge computational cost and the
inefficient learning. Hence, we develop a novel brain-inspired Spiking Neural
Network (SNN) based system titled Spiking Gating Flow (SGF) for online action
learning. The developed system consists of multiple SGF units which assembled
in …
arxiv cv flow gesture recognition hierarchical network neural network spiking neural network