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Cross-Gain Modulation-Based Reservoir Computing Using Membrane SOAs on Si-MZI

Takuma Tsurugaya,Tatsurou Hiraki,Takuma Aihara,Mitsumasa Nakajima,Koji Takeda,Toru Segawa,Shinji Matsuo

Conference on Lasers and Electro-Optics（2022）

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Abstract
We solve the Santa-Fe prediction task with reservoir computing utilizing cross-gain modulation in membrane semiconductor optical amplifiers (SOAs). SOAs are heterogeneously integrated on each arm of Si-based Mach-Zehnder interferometer to spatially separate the input/output ports.
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Key words
cross-gain modulation-based reservoir computing,Si-MZI,Santa-Fe prediction task,membrane semiconductor optical amplifiers,Si-based Mach-Zehnder interferometer,input-output ports,SOAs membrane,Si
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