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eess.SP2023★ 2 cited
A physical neural network training approach toward multi-plane light conversion design
Zheyuan Zhu, Joe H. Doerr, Guifang Li +1
Multi-plane light converter (MPLC) designs supporting hundreds of modes are attractive in high-throughput optical communications. These photonic structures typically comprise >10 p…
eess.SP2020★ 1 cited
Training of mixed-signal optical convolutional neural network with reduced quantization level
Joseph Ulseth, Zheyuan Zhu, Guifang Li +1
Mixed-signal artificial neural networks (ANNs) that employ analog matrix-multiplication accelerators can achieve higher speed and improved power efficiency. Though analog computing…