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

• المؤلفون الرئيسيون: 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
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2021
• الموضوعات: Engineering; Optical Neural Networks; On-chip Training
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/151456

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...