Efficient on-chip training of optical neural networks using genetic algorithm

• Main Authors: Zhang, Hui, Thompson, Jayne, Gu, Mile, Jiang, Xudong, Cai, Hong, Liu, Patricia Yang, Shi, Yuzhi, Zhang, Yi, Muhammad Faeyz Karim, Lo, Guo Qiang, Luo, Xianshu, Dong, Bin, Kwek, Leong Chuan, Liu, Ai Qun
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering; Optical Neural Networks; On-chip Training
• Online Access: https://hdl.handle.net/10356/151456
• Institution: Nanyang Technological University

Recent advances in silicon photonic chips have made huge progress in optical computing owing to their flexibility in the reconfiguration of various tasks. Its deployment of neural networks serves as an alternative for mitigating the rapidly increased demand for computing resources in electronic plat...