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Conferences > CLEO_SI > 2021 > AW2E > AW2E.5

Reservoir Computing with Low-Power-Consumption All-Optical Nonlinear Activation Using Membrane SOA on Si

Takuma Tsurugaya, Tatsurou Hiraki, Mitsumasa Nakajima, Takuma Aihara, Nikolaos-Panteleimon Diamantopoulos, Takuro Fujii, Toru Segawa, and Shinji Matsuo

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Abstract

We demonstrate reservoir computing using a fiber delay line and membrane semiconductor optical amplifier on Si. Thanks to its small active volume and low fiber-coupling loss, the reservoir consumes only 43 mW for nonlinear activation.

© 2021 The Author(s)

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