講演情報

[20p-A201-2]Improvement of pulse storage in MM racetrack loop for reservoir computing

〇Siim Heinsalu1, Hirotaka Oshima1, Takashi Kan2, Hideaki Tanaka2, Masatoshi Suzuki2,1, Katsuyuki Utaka1 (1.Waseda University, 2.KDDI Research)

キーワード:

Silicon photonics、Multimode waveguides、Reservoir computing

Reservoir computing (RC), a promising paradigm in information processing, has made significant progress by exploiting the dynamics of complex computational systems. Silicon photonics (SiPh) has demonstrated such techniques, opening the door to a wide range of applications. New methods to improve the RC approach in SiPh are the implementation of multimode (MM) waveguides to achieve speckle-like responses, or the use of a ring-like configuration to achieve the memory effect. This work reports improved memory performance in the MM loop.