Time-Multiplexed Photonic Reservoir Computer for Recognition of Human Actions in Videos

2023 Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC)（2023）

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摘要

Artificial Neural Networks (ANN) are a powerful computational concept used to classify large datasets [1]. The most popular ANNs are composed of large number of neurons organized in stacked layers: the complexity of these network ensures high-performance, at the cost of high power and time-consuming training procedures.

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关键词

ANN,artificial neural networks,human action recognition,multiple video sequences,recurrent randomized neural network,time-multiplexed photonic reservoir computer

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