Abstract
We propose an on-chip optical Elman recurrent neuron network (RNN) architecture for high-speed sequence processing using Mach-Zehnder interferometers and looped waveguides. The proposed design paves way for future integrated-photonics-based artificial intelligence hardware design.
© 2020 The Author(s)
PDF ArticleMore Like This
George Mourgias-Alexandris, George Dabos, Nikolaos Passalis, Anastasios Tefas, Angelina Totovic, and Nikos Pleros
W3A.5 Optical Fiber Communication Conference (OFC) 2020
Lauri Salmela, Coraline Lapre, John M. Dudley, and Goery Genty
STu4H.6 CLEO: Science and Innovations (CLEO:S&I) 2020
Zhaopeng Xu, Chuanbowen Sun, Tonghui Ji, Honglin Ji, and William Shieh
W2A.45 Optical Fiber Communication Conference (OFC) 2020