A silicon photonic modulator neuron
Abstract
There has been a recently renewed interest in neuromorphic photonics, a field promising to access pivotal and unexplored regimes of machine intelligence. Progress has been made on isolated neurons and analog interconnects; nevertheless, this renewal has yet to produce a demonstration of a silicon photonic neuron capable of interacting with other like neurons. We report a modulator-class photonic neuron fabricated in a conventional silicon photonic process line. We demonstrate behaviors of transfer function configurability, fan-in, inhibition, time-resolved processing, and, crucially, autaptic cascadability -- a sufficient set of behaviors for a device to act as a neuron participating in a network of like neurons. The silicon photonic modulator neuron constitutes the final piece needed to make photonic neural networks fully integrated on currently available silicon photonic platforms.
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Cite
@article{arxiv.1812.11898,
title = {A silicon photonic modulator neuron},
author = {Alexander N. Tait and Thomas Ferreira de Lima and Mitchell A. Nahmias and Heidi B. Miller and Hsuan-Tung Peng and Bhavin J. Shastri and Paul R. Prucnal},
journal= {arXiv preprint arXiv:1812.11898},
year = {2019}
}
Comments
16 pages, 10 figures