[HTML][HTML] Edge emitting mode-locked quantum dot lasers

A Yadav, NB Chichkov, EA Avrutin… - Progress in Quantum …, 2023 - Elsevier
Edge-emitting mode-locked quantum-dot (QD) lasers are compact, highly efficient sources
for the generation of picosecond and femtosecond pulses and/or broad frequency combs …

Computing primitive of fully VCSEL-based all-optical spiking neural network for supervised learning and pattern classification

S Xiang, Z Ren, Z Song, Y Zhang, X Guo… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
We propose computing primitive for an all-optical spiking neural network (SNN) based on
vertical-cavity surface-emitting lasers (VCSELs) for supervised learning by using biologically …

Resonant tunneling diode nano-optoelectronic excitable nodes for neuromorphic spike-based information processing

M Hejda, JA Alanis, I Ortega-Piwonka, J Lourenço… - Physical Review …, 2022 - APS
In this work, we introduce an interconnected nano-optoelectronic spiking artificial neuron
emitter-receiver system capable of operating at ultrafast rates (about 100 ps/optical spike) …

All-optical neuromorphic XOR operation with inhibitory dynamics of a single photonic spiking neuron based on a VCSEL-SA

S Xiang, Z Ren, Y Zhang, Z Song, Y Hao - Optics letters, 2020 - opg.optica.org
We propose a simple hardware architecture for solving exclusive OR (XOR) tasks in a single
step by using a single photonic spiking neuron based on vertical-cavity surface-emitting …

All-optical silicon microring spiking neuron

J Xiang, Y Zhang, Y Zhao, X Guo, Y Su - Photonics Research, 2022 - opg.optica.org
With the rapid development of artificial intelligence and machine learning, brain-inspired
neuromorphic photonics has emerged as an extremely attractive computing paradigm …

Spike-based information encoding in vertical cavity surface emitting lasers for neuromorphic photonic systems

M Hejda, J Robertson, J Bueno… - Journal of Physics …, 2020 - iopscience.iop.org
The ongoing growth of use-cases for artificial neural networks (ANNs) fuels the search for
new, tailor-made ANN-optimized hardware. Neuromorphic (brain-like) computers are among …

Stable propagation of inhibited spiking dynamics in vertical-cavity surface-emitting lasers for neuromorphic photonic networks

T Deng, J Robertson, ZM Wu, GQ Xia, XD Lin… - IEEE …, 2018 - ieeexplore.ieee.org
We investigate experimentally and theoretically the communication of inhibited spiking
dynamics between two interlinked photonic neurons based upon the vertical-cavity surface …

Tunable presynaptic weighting in optoelectronic spiking neurons built with laser-coupled resonant tunneling diodes

W Zhang, M Hejda, E Malysheva… - Journal of Physics D …, 2023 - iopscience.iop.org
Optoelectronic artificial spiking neurons are regarded as promising core elements for novel
photonic neuromorphic computing hardware. In this work, we investigate a modular …

Artificial optoelectronic spiking neuron based on a resonant tunnelling diode coupled to a vertical cavity surface emitting laser

M Hejda, E Malysheva, D Owen-Newns… - …, 2023 - degruyter.com
Excitable optoelectronic devices represent one of the key building blocks for implementation
of artificial spiking neurons in neuromorphic (brain-inspired) photonic systems. This work …

All-optical inhibitory dynamics in photonic neuron based on polarization mode competition in a VCSEL with an embedded saturable absorber

Y Zhang, S Xiang, X Guo, A Wen, Y Hao - Optics Letters, 2019 - opg.optica.org
An all-optical spike inhibition scheme based on polarization-mode competition (PMC) in a
vertical-cavity surface-emitting laser (VCSEL) with an embedded saturable absorber is …