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 …

[LIVRE][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" …

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 …

[HTML][HTML] Spike processing with a graphene excitable laser

BJ Shastri, MA Nahmias, AN Tait, AW Rodriguez… - Scientific reports, 2016 - nature.com
Novel materials and devices in photonics have the potential to revolutionize optical
information processing, beyond conventional binary-logic approaches. Laser systems offer a …

Photonic neuromorphic computing using vertical cavity semiconductor lasers

A Skalli, J Robertson, D Owen-Newns… - Optical Materials …, 2022 - opg.optica.org
Photonic realizations of neural network computing hardware are a promising approach to
enable future scalability of neuromorphic computing. The number of special purpose …

At the intersection of optics and deep learning: statistical inference, computing, and inverse design

D Mengu, MS Sakib Rahman, Y Luo, J Li… - Advances in Optics …, 2022 - opg.optica.org
Deep learning has been revolutionizing information processing in many fields of science
and engineering owing to the massively growing amounts of data and the advances in deep …

Toward neuromorphic photonic networks of ultrafast spiking laser neurons

J Robertson, E Wade, Y Kopp, J Bueno… - IEEE Journal of …, 2019 - ieeexplore.ieee.org
We report on ultrafast artificial laser neurons and on their potentials for future neuromorphic
(brainlike) photonic information processing systems. We introduce our recent and ongoing …

All-optical neuromorphic binary convolution with a spiking VCSEL neuron for image gradient magnitudes

Y Zhang, J Robertson, S **ang, M Hejda… - Photonics …, 2021 - opg.optica.org
All-optical binary convolution with a photonic spiking vertical-cavity surface-emitting laser
(VCSEL) neuron is proposed and demonstrated experimentally for the first time, to the best …

Topological solitons as addressable phase bits in a driven laser

B Garbin, J Javaloyes, G Tissoni, S Barland - Nature communications, 2015 - nature.com
Optical localized states are usually defined as self-localized bistable packets of light, which
exist as independently controllable optical intensity pulses either in the longitudinal or …