SOA-based All-optical Photonic Integrated Deep Neural Network with Stable Output Noise

Bin Shi; Nicola Calabretta; Ripalta Stabile

SOA-based All-optical Photonic Integrated Deep Neural Network with Stable Output Noise

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Abstract

We experimentally emulate the OSNR evolution of the SOA-based integrated all-optical neuron with 7-channel WDM input to single output conversion, resulting in a stable output error

Original language	English
Title of host publication	European Conference on Optical Communication (ECOC) 2022
Publisher	Optica Publishing Group
Chapter	Tu4G.2
Number of pages	4
ISBN (Electronic)	978-1-957171-15-9
Publication status	Published - 18 Sept 2022
Event	48th European Conference on Optical Communication, ECOC 2022 - Congress Center Basel, Basel, Switzerland Duration: 18 Sept 2022 → 22 Sept 2022 Conference number: 48 https://www.ecoc2022.org/

Conference

Conference	48th European Conference on Optical Communication, ECOC 2022
Abbreviated title	ECOC
Country/Territory	Switzerland
City	Basel
Period	18/09/22 → 22/09/22
Internet address	https://www.ecoc2022.org/

Keywords

Semiconductor Optical Amplifier (SOA)
Neural networks
Optical signal to noise ratio
Optical signals
Spontaneous emission
Waveguide gratings

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https://opg.optica.org/abstract.cfm?URI=ECEOC-2022-Tu4G.2

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@inproceedings{65fa0151120f49b6ab05166191c9cae8,

title = "SOA-based All-optical Photonic Integrated Deep Neural Network with Stable Output Noise",

abstract = "We experimentally emulate the OSNR evolution of the SOA-based integrated all-optical neuron with 7-channel WDM input to single output conversion, resulting in a stable output error ",

keywords = "Semiconductor Optical Amplifier (SOA), Neural networks, Optical signal to noise ratio, Optical signals, Spontaneous emission, Waveguide gratings",

author = "Bin Shi and Nicola Calabretta and Ripalta Stabile",

year = "2022",

month = sep,

day = "18",

language = "English",

booktitle = "European Conference on Optical Communication (ECOC) 2022",

publisher = "Optica Publishing Group",

address = "United States",

note = "48th European Conference on Optical Communication, ECOC 2022, ECOC ; Conference date: 18-09-2022 Through 22-09-2022",

url = "https://www.ecoc2022.org/",

}

TY - GEN

T1 - SOA-based All-optical Photonic Integrated Deep Neural Network with Stable Output Noise

AU - Shi, Bin

AU - Calabretta, Nicola

AU - Stabile, Ripalta

N1 - Conference code: 48

PY - 2022/9/18

Y1 - 2022/9/18

N2 - We experimentally emulate the OSNR evolution of the SOA-based integrated all-optical neuron with 7-channel WDM input to single output conversion, resulting in a stable output error

AB - We experimentally emulate the OSNR evolution of the SOA-based integrated all-optical neuron with 7-channel WDM input to single output conversion, resulting in a stable output error

KW - Semiconductor Optical Amplifier (SOA)

KW - Neural networks

KW - Optical signal to noise ratio

KW - Optical signals

KW - Spontaneous emission

KW - Waveguide gratings

UR - https://www.scopus.com/pages/publications/85146400210

M3 - Conference contribution

BT - European Conference on Optical Communication (ECOC) 2022

PB - Optica Publishing Group

T2 - 48th European Conference on Optical Communication, ECOC 2022

Y2 - 18 September 2022 through 22 September 2022

ER -

SOA-based All-optical Photonic Integrated Deep Neural Network with Stable Output Noise

Abstract

Conference

Keywords

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