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Compact Design of On-chip Elman Optical Recurrent Neural Network

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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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