Physical Review Applied, volume 11, issue 6, publication number 064043
Silicon Photonic Modulator Neuron
Publication type: Journal Article
Publication date: 2019-06-18
General Physics and Astronomy
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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Tait A. N. et al. Silicon Photonic Modulator Neuron // Physical Review Applied. 2019. Vol. 11. No. 6. 064043
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Tait A. N., Tait A. N., Ferreira De Lima T., Nahmias M. A., Nahmias M. A., Miller H. B., Peng H. T., Peng H., Shastri B. J., Shastri B. J., Prucnal P. R. Silicon Photonic Modulator Neuron // Physical Review Applied. 2019. Vol. 11. No. 6. 064043
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TY - JOUR
DO - 10.1103/physrevapplied.11.064043
UR - https://doi.org/10.1103/physrevapplied.11.064043
TI - Silicon Photonic Modulator Neuron
T2 - Physical Review Applied
AU - Tait, Alexander N
AU - Tait, Alexander N.
AU - Ferreira De Lima, Thomas
AU - Nahmias, Mitchell A
AU - Nahmias, Mitchell A.
AU - Miller, Heidi B.
AU - Peng, Hsuan Tung
AU - Peng, Hsuan-Tung
AU - Shastri, Bhavin J
AU - Shastri, Bhavin J.
AU - Prucnal, Paul R.
PY - 2019
DA - 2019/06/18
PB - American Physical Society (APS)
IS - 6
VL - 11
SN - 2331-7019
ER -
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@article{2019_Tait,
author = {Alexander N Tait and Alexander N. Tait and Thomas Ferreira De Lima and Mitchell A Nahmias and Mitchell A. Nahmias and Heidi B. Miller and Hsuan Tung Peng and Hsuan-Tung Peng and Bhavin J Shastri and Bhavin J. Shastri and Paul R. Prucnal},
title = {Silicon Photonic Modulator Neuron},
journal = {Physical Review Applied},
year = {2019},
volume = {11},
publisher = {American Physical Society (APS)},
month = {jun},
url = {https://doi.org/10.1103/physrevapplied.11.064043},
number = {6},
doi = {10.1103/physrevapplied.11.064043}
}
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