Neuromorphic photonic integrated circuits

HT Peng, MA Nahmias, TF De Lima… - IEEE Journal of …, 2018 - ieeexplore.ieee.org
This paper reviews some recent progress in the field of neuromorphic photonics, with a
particular focus on scalability. We provide a framework for understanding the underlying …

Recent progress in semiconductor excitable lasers for photonic spike processing

PR Prucnal, BJ Shastri, T Ferreira de Lima… - Advances in Optics …, 2016 - opg.optica.org
Recently, there has been tremendous interest in excitable optoelectronic devices and in
particular excitable semiconductor lasers that could potentially enable unconventional …

[图书][B] Neuromorphic photonics

PR Prucnal, BJ Shastri - 2017 - taylorfrancis.com
This book sets out to build bridges between the domains of photonic device physics and
neural networks, providing a comprehensive overview of the emerging field of" …

Effects of noise in excitable systems

B Lindner, J Garcıa-Ojalvo, A Neiman… - Physics reports, 2004 - Elsevier
We review the behavior of theoretical models of excitable systems driven by Gaussian white
noise. We focus mainly on those general properties of such systems that are due to noise …

Progress in neuromorphic photonics

T Ferreira De Lima, BJ Shastri, AN Tait… - …, 2017 - degruyter.com
As society's appetite for information continues to grow, so does our need to process this
information with increasing speed and versatility. Many believe that the one-size-fits-all …

Photonic spiking neural networks and graphene-on-silicon spiking neurons

A Jha, C Huang, HT Peng, B Shastri… - Journal of Lightwave …, 2022 - ieeexplore.ieee.org
Spiking neural networks are known to be superior over artificial neural networks for their
computational power efficiency and noise robustness. The benefits of spiking coupled with …

Relative refractory period in an excitable semiconductor laser

F Selmi, R Braive, G Beaudoin, I Sagnes… - Physical review …, 2014 - APS
We report on experimental evidence of neuronlike excitable behavior in a micropillar laser
with saturable absorber. We show that under a single pulsed perturbation the system …

Excitability in a semiconductor laser with saturable absorber

S Barbay, R Kuszelewicz, AM Yacomotti - Optics letters, 2011 - opg.optica.org
We show that a monolithic and compact vertical cavity laser with intracavity saturable
absorber can emit short excitable pulses. These calibrated optical pulses can be excited as …

Solitary and coupled semiconductor ring lasers as optical spiking neurons

W Coomans, L Gelens, S Beri, J Danckaert… - Physical Review E …, 2011 - APS
We theoretically investigate the possibility of generating pulses in an excitable (asymmetric)
semiconductor ring laser (SRL) using optical trigger pulses. We show that the phase …

Artificial neuron based on integrated semiconductor quantum dot mode-locked lasers

C Mesaritakis, A Kapsalis, A Bogris, D Syvridis - Scientific reports, 2016 - nature.com
Neuro-inspired implementations have attracted strong interest as a power efficient and
robust alternative to the digital model of computation with a broad range of applications …