[MD3] MZ Filters and Photonic Integrated Circuits

4:00 PM - 4:30 PM JST(7:00 AM - 7:30 AM UTC)Invited

[MD3-1] Asymmetrical Training for Fully-Integrated Photonic Neural Network Processors

○Yizhi Wang¹, Ziyao Zhang¹, Chunhui Yao^1,2, Minjia Chen¹, Jie Ma², Ting Yan², Richard Penty¹, Qixiang Cheng^1,2 (¹Univ. of Cambridge, ²GlitterinTech Limited)

We introduce the asymmetrical training method for training encapsulated deep photonic neural networks with optimized procedures; we show its performance enhancement from in-silico backpropagation and its potential for aiding next-generation fully-integrated photonic neural network
processors.