输入信号的相位调制提高了储层计算的性能

2022 IEEE Photonics Conference (IPC) Pub Date : 2022-11-01 DOI:10.1109/IPC53466.2022.9975483

Ian Bauwens, K. Harkhoe, P. Bienstman, G. Verschaffelt, G. Van der Sande

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引用次数: 0

摘要

在储层计算中，具有延迟反馈的半导体激光器可以有效地解决复杂而耗时的问题。输入的数据以光学方式注入激光器。数值结果表明，采用相位调制注入场比强度调制注入场的性能要好得多。

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Phase Modulation of the Input Signal Improves Performance of Reservoir Computing

In reservoir computing, semiconductor lasers with delayed feedback can efficiently solve difficult and time-consuming problems. The input data is optically injected into the laser. We show numerically that far better performance is observed using phase modulation of the injected field rather than intensity modulation.

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2022 IEEE Photonics Conference (IPC)

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