[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

○Qixiang Cheng¹, ziyao zhang¹, chunhui yao¹, Minjia chen¹, Richard Penty¹ (1. University of Cambridge (UK))

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.