English

A silicon photonic modulator neuron

Applied Physics 2019-06-26 v1 Optics

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.

Keywords

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

R2 v1 2026-06-23T07:00:01.678Z