Neuromorphic encoding of image pixel data into rate-coded optical spike trains with a photonic VCSEL-neuron-Reference-Cited by-同舟云学术

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Neuromorphic encoding of image pixel data into rate-coded optical spike trains with a photonic VCSEL-neuron

Published:2021-06-01 Issue:6 Volume:6 Page:060802
ISSN:2378-0967
Container-title:APL Photonics
language:en
Short-container-title:APL Photonics

Author:

Hejda Matěj¹^ORCID,Robertson Joshua¹^ORCID,Bueno Julián¹^ORCID,Alanis Juan Arturo¹^ORCID,Hurtado Antonio¹^ORCID

Affiliation:

1. Institute of Photonics, SUPA Department of Physics, University of Strathclyde, Glasgow, United Kingdom

Funder

European Commission

Office of Naval Research Global

Engineering and Physical Sciences Research Council

UK Research and Innovation

Publisher

AIP Publishing

Subject

Computer Networks and Communications,Atomic and Molecular Physics, and Optics

Link

https://aip.scitation.org/doi/pdf/10.1063/5.0048674

Reference39 articles.

1. Loihi: A Neuromorphic Manycore Processor with On-Chip Learning

2. SpiNNaker: A 1-W 18-Core System-on-Chip for Massively-Parallel Neural Network Simulation

3. TrueNorth: Accelerating From Zero to 64 Million Neurons in 10 Years

4. A Hardware-Deployable Neuromorphic Solution for Encoding and Classification of Electronic Nose Data

5. An accelerated analog neuromorphic hardware system emulating NMDA- and calcium-based non-linear dendrites

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1. Excitability and memory in a time-delayed optoelectronic neuron;Physical Review Applied;2024-08-19

2. Integrated photonic neuromorphic computing: opportunities and challenges;Nature Reviews Electrical Engineering;2024-06-06

3. Optical spike amplitude weighting and neuromimetic rate coding using a joint VCSEL-MRR neuromorphic photonic system;Neuromorphic Computing and Engineering;2024-06-01

4. Multiplet cascade in a semiconductor laser with optoelectronic feedback;Applied Physics Letters;2024-05-27

5. All-optical neural network nonlinear activation function based on the optical bistability within a micro-ring resonator;Optics Communications;2024-05

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