Presentation Information
[S2-3]Photonic Spiking Neural Network Based on Coupled Optical Parametric Oscillators
○Takahiro Inagaki1, Kensuke Inaba1, Yasuhiro Yamada1, Toshimori Honjo1, Takuya Ikuta1, Yuya Yonezu1, Takushi Kazama2, Koji Enbutsu2, Takeshi Umeki2, Ryoichi Kasahara2, Kazuyuki Aihara3, Hiroki Takesue1 (1.NTT Basic Research Laboratories, NTT Corporation, 2.NTT Device Technology Laboratories, NTT Corporation, 3.International Research Center for Neurointelligence, The University of Tokyo)
Photonic spiking neurons, capable of representing fundamental spiking modes of class-I and class-II neurons, were employed to solve combinatorial optimization problems of the Ising model by selectively flipping spins based on local energy.