Cross-Gain Modulation-Based Reservoir Computing Using Membrane SOAs on Si-MZI
Takuma Tsurugaya, Tatsurou Hiraki, Takuma Aihara, M. Nakajima, Koji Takeda, Toru Segawa, Shinji Matsuo · Conference on Lasers and Electro-Optics · 2022
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.