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Conferences > CLEO_QELS > 2020 > JTh2B > JTh2B.8

Compact Design of On-chip Elman Optical Recurrent Neural Network

Chenghao Feng, Zheng Zhao, Zhoufeng Ying, Jiaqi Gu, David Z Pan, and Ray T Chen

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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)

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