171 citations · 312 across the 11 of their papers we have counts for
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cs.ET2021★ 171 cited
High-order tensor flow processing using integrated photonic circuits
Shaofu Xu, Jing Wang, Sicheng Yi +1
Tensor analytics lays mathematical basis for the prosperous promotion of multiway signal processing. To increase computing throughput, mainstream processors transform tensor convol…
cs.ET2021
Comb-based photonic neural population for parallel and nonlinear processing
Bowen Ma, Junfeng Zhang, Weiwen Zou
It is believed that neural information representation and processing relies on the neural population instead of a single neuron. In neuromorphic photonics, photonic neurons in the…
cs.ET2021★ 122 cited
Optical coherent dot-product chip for sophisticated deep learning regression
Shaofu Xu, Jing Wang, Haowen Shu +6
Optical implementations of neural networks (ONNs) herald the next-generation high-speed and energy-efficient deep learning computing by harnessing the technical advantages of large…