Application of a reconfigurable all-optical activation unit based on optical injection into a bistable Fabry-Perot laser in multilayer perceptron neural networks

In this Letter, we theoretically investigate the application of a bistable Fabry-Perot semiconductor laser under optical injection as an all-optical activation unit for multilayer perceptron optical neural networks. The proposed device is programmed to provide reconfigurable sigmoid-like activation...

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Veröffentlicht in:	Optics letters 2024-03, Vol.49 (5), p.1153-1156
Hauptverfasser:	Crnjanski, Jasna V, Teofilović, Isidora, Krstić, Marko M, Gvozdić, Dejan M
Format:	Artikel
Sprache:	eng
Schlagworte:	Machine learning Multilayer perceptrons Neural networks Optical bistability Optical communication Reconfiguration Semiconductor lasers
Online-Zugang:	Volltext
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