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physics.optics2023
Optical ReLU-like Activation Function Based on a Semiconductor Laser with Optical Injection
Guanting Liu, Yiwei Shen, Ruiqian Li +3
Artificial neural networks usually consist of successive linear multiply-accumulate operations and nonlinear activation functions. However, most optical neural networks only achiev…
physics.optics2023
Scalable wavelength-multiplexing photonic reservoir computing
Rui-Qian Li, Yi-Wei Shen, Bao-De Lin +3
Photonic reservoir computing (PRC) is a special hardware recurrent neural network, which is featured with fast training speed and low training cost. This work shows a wavelength-mu…