[HTML][HTML] Photonics for artificial intelligence and neuromorphic computing

BJ Shastri, AN Tait, T Ferreira de Lima, WHP Pernice… - Nature …, 2021 - nature.com
Research in photonic computing has flourished due to the proliferation of optoelectronic
components on photonic integration platforms. Photonic integrated circuits have enabled …

[HTML][HTML] Physics for neuromorphic computing

D Marković, A Mizrahi, D Querlioz, J Grollier - Nature Reviews Physics, 2020 - nature.com
Neuromorphic computing takes inspiration from the brain to create energy-efficient hardware
for information processing, capable of highly sophisticated tasks. Systems built with standard …

A comprehensive review on emerging artificial neuromorphic devices

J Zhu, T Zhang, Y Yang, R Huang - Applied Physics Reviews, 2020 - pubs.aip.org
The rapid development of information technology has led to urgent requirements for high
efficiency and ultralow power consumption. In the past few decades, neuromorphic …

Photonic multiplexing techniques for neuromorphic computing

Y Bai, X Xu, M Tan, Y Sun, Y Li, J Wu, R Morandotti… - …, 2023 - degruyter.com
The simultaneous advances in artificial neural networks and photonic integration
technologies have spurred extensive research in optical computing and optical neural …

Neuromorphic photonic networks using silicon photonic weight banks

AN Tait, TF De Lima, E Zhou, AX Wu, MA Nahmias… - Scientific reports, 2017 - nature.com
Photonic systems for high-performance information processing have attracted renewed
interest. Neuromorphic silicon photonics has the potential to integrate processing functions …

Neuromorphic computing based on wavelength-division multiplexing

X Xu, W Han, M Tan, Y Sun, Y Li, J Wu… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
Optical neural networks (ONNs), or optical neuromorphic hardware accelerators, have the
potential to dramatically enhance the computing power and energy efficiency of mainstream …

Silicon photonic modulator neuron

AN Tait, T Ferreira de Lima, MA Nahmias, HB Miller… - Physical Review …, 2019 - APS
There has been recent interest in neuromorphic photonics, a field with the promise to access
pivotal and unexplored regimes of machine intelligence. Progress has been made on …

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 …

[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" …

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 …