Perspective on photonic memristive neuromorphic computing
Neuromorphic computing applies concepts extracted from neuroscience to develop devices
shaped like neural systems and achieve brain-like capacity and efficiency. In this way …
shaped like neural systems and achieve brain-like capacity and efficiency. In this way …
Integrated neuromorphic photonics: synapses, neurons, and neural networks
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 …
accelerating the transformation of computing research, as work‐at‐home becomes a new …
Broadcast and weight: an integrated network for scalable photonic spike processing
We propose an on-chip optical architecture to support massive parallel communication
among high-performance spiking laser neurons. Designs for a network protocol …
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" …
neural networks, providing a comprehensive overview of the emerging field of" …
Toward fast neural computing using all-photonic phase change spiking neurons
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 …
implementations of neuromrphic systems has led to intense exploration of efficient hardware …
A leaky integrate-and-fire laser neuron for ultrafast cognitive computing
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 …
large-scale, ultrafast cognitive computing platform. The laser exhibits excitability and …
Toward neuromorphic photonic networks of ultrafast spiking laser neurons
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 …
(brainlike) photonic information processing systems. We introduce our recent and ongoing …
Controlled inhibition of spiking dynamics in VCSELs for neuromorphic photonics: theory and experiments
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 …
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
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 …
between two interlinked vertical-cavity surface-emitting lasers (VCSELs). We show that …
Temporal information processing with an integrated laser neuron
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 …
can exhibit ultrafast spiking dynamics, and when preceded by a photodetector in an O/E/O …