Perspective on photonic memristive neuromorphic computing

E Goi, Q Zhang, X Chen, H Luan, M Gu - PhotoniX, 2020 - Springer
Neuromorphic computing applies concepts extracted from neuroscience to develop devices
shaped like neural systems and achieve brain-like capacity and efficiency. In this way …

Integrated neuromorphic photonics: synapses, neurons, and neural networks

X Guo, J **ang, Y Zhang, Y Su - Advanced Photonics Research, 2021 - Wiley Online Library
Ever‐growing demands of bandwidth, computing speed, and power consumption are now
accelerating the transformation of computing research, as work‐at‐home becomes a new …

Broadcast and weight: an integrated network for scalable photonic spike processing

AN Tait, MA Nahmias, BJ Shastri… - Journal of Lightwave …, 2014 - opg.optica.org
We propose an on-chip optical architecture to support massive parallel communication
among high-performance spiking laser neurons. Designs for a network protocol …

[LIBRO][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" …

Toward fast neural computing using all-photonic phase change spiking neurons

I Chakraborty, G Saha, A Sengupta, K Roy - Scientific reports, 2018 - nature.com
The rapid growth of brain-inspired computing coupled with the inefficiencies in the CMOS
implementations of neuromrphic systems has led to intense exploration of efficient hardware …

A leaky integrate-and-fire laser neuron for ultrafast cognitive computing

MA Nahmias, BJ Shastri, AN Tait… - IEEE journal of selected …, 2013 - ieeexplore.ieee.org
We propose an original design for a neuron-inspired photonic computational primitive for a
large-scale, ultrafast cognitive computing platform. The laser exhibits excitability and …

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 …

Controlled inhibition of spiking dynamics in VCSELs for neuromorphic photonics: theory and experiments

J Robertson, T Deng, J Javaloyes, A Hurtado - Optics letters, 2017 - opg.optica.org
We report experimentally and theoretically on the controllable inhibition of spiking regimes
in a 1300 nm wavelength vertical-cavity surface-emitting laser. Reproducible suppression of …

Controlled propagation of spiking dynamics in vertical-cavity surface-emitting lasers: towards neuromorphic photonic networks

T Deng, J Robertson, A Hurtado - IEEE Journal of Selected …, 2017 - ieeexplore.ieee.org
We report experimentally and in theory on the controllable propagation of spiking regimes
between two interlinked vertical-cavity surface-emitting lasers (VCSELs). We show that …

Temporal information processing with an integrated laser neuron

HT Peng, G Angelatos, TF de Lima… - IEEE Journal of …, 2019 - ieeexplore.ieee.org
Spiking neural networks enable efficient information processing in real-time. Excitable lasers
can exhibit ultrafast spiking dynamics, and when preceded by a photodetector in an O/E/O …