Time-delayed reservoir computing based on an optically pumped spin VCSEL for high-speed processing

We report on the first numerical implementation of photonic reservoir computing (RC) based on an optically pumped spin vertical-cavity surface-emitting laser (spin VCSEL) with optical feedback and injection. The proposed RC aims at both fast, single task processing and parallel tasks processing, ben...

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Veröffentlicht in:	Nonlinear dynamics 2022-02, Vol.107 (3), p.2619-2632
Hauptverfasser:	Yang, Yigong, Zhou, Pei, Mu, Penghua, Li, Nianqiang
Format:	Artikel
Sprache:	eng
Schlagworte:	Automotive Engineering Circular polarization Classical Mechanics Classification Control Data processing Delay time Dynamical Systems Engineering High speed Information processing Mechanical Engineering Multiplexing Optical feedback Original Paper Parameters Power consumption Vertical cavity surface emission lasers Vibration Waveforms
Online-Zugang:	Volltext
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