# A silicon photonic modulator neuron

**Authors:** Alexander N. Tait, Thomas Ferreira de Lima, Mitchell A. Nahmias, Heidi, B. Miller, Hsuan-Tung Peng, Bhavin J. Shastri, and Paul R. Prucnal

arXiv: 1812.11898 · 2019-06-26

## TL;DR

This paper reports the development of a silicon photonic modulator neuron capable of network interactions, demonstrating key neuron behaviors, and enabling fully integrated photonic neural networks on existing silicon platforms.

## Contribution

It introduces the first silicon photonic neuron with behaviors like transfer function configurability, fan-in, inhibition, and cascadability, advancing neuromorphic photonics.

## Key findings

- Demonstrated transfer function configurability
- Achieved fan-in and inhibition behaviors
- Proved autaptic cascadability of the 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.

## Full text

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## Figures

10 figures with captions in the complete paper: https://tomesphere.com/paper/1812.11898/full.md

## References

110 references — full list in the complete paper: https://tomesphere.com/paper/1812.11898/full.md

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Source: https://tomesphere.com/paper/1812.11898