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" …

Quantum computations on a topologically encoded qubit

D Nigg, M Mueller, EA Martinez, P Schindler… - Science, 2014 - science.org
The construction of a quantum computer remains a fundamental scientific and technological
challenge because of the influence of unavoidable noise. Quantum states and operations …

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 …

Machine learning with neuromorphic photonics

TF De Lima, HT Peng, AN Tait, MA Nahmias… - Journal of Lightwave …, 2019 - opg.optica.org
Neuromorphic photonics has experienced a recent surge of interest over the last few years,
promising orders of magnitude improvements in both speed and energy efficiency over …

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 …

The dynamical complexity of optically injected semiconductor lasers

S Wieczorek, B Krauskopf, TB Simpson, D Lenstra - Physics Reports, 2005 - Elsevier
This report presents a modern approach to the theoretical and experimental study of
complex nonlinear behavior of a semiconductor laser with optical injection—an example of a …

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 …