[TuG3] Algorithms for Photonic Computing

2:30 PM - 2:45 PM JST(5:30 AM - 5:45 AM UTC)

[TuG3-3] Modeling of Photonic Spiking Neural Network with Magneto-Optic Neuron

○Gaku Takagi¹, Yuya Shoji² (1. Department of Electrical and Electronic Engineering, Institute of Science Tokyo (Japan), 2. Laboratory for Future Interdisciplinary Research of Science and Technology, Institute of Science Tokyo (Japan))

Keywords:

Photonics in neuromorphic computing and machine learning devices,Deep learning for photonic device and applications,Optical nonlinear activation devices,Silicon photonic and nanophotonic devices for computing applications

Spiking neural networks (SNN) with magneto-optic neuron is proposed for neuromorphic photonic computing architecture and platform. Multi-class classification of iris flowers was numerically demonstrated with the same order of accuracy to original SNN.