Thermal Crosstalk Effects in a Silicon Photonics Neuromorphic Network

Marco Orlandin; Ali Cem; Vittorio Curri; Andrea Carena; Francesco Da Ros; Paolo Bardella

doi:10.1109/NUSOD59562.2023.10273549

Thermal Crosstalk Effects in a Silicon Photonics Neuromorphic Network

Marco Orlandin
, Ali Cem
, Vittorio Curri
, Andrea Carena
, Francesco Da Ros
, Paolo Bardella

Polytechnic University of Turin

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

Abstract

We propose a methodology to include thermal crosstalk effects in the modeling of neuromorphic photonic circuits. Through component-level simulations of device building blocks and thermal analysis, we are able to successfully account for thermal effects, as shown by a comparison with experimental measurements of a 3×3 programmable optical circuit.

Original language	English
Title of host publication	Proceedings of 2023 International Conference on Numerical Simulation of Optoelectronic Devices
Publisher	IEEE
Publication date	21 Sept 2023
Pages	43-44
Article number	10273549
ISBN (Print)	979-8-3503-1430-4
DOIs	https://doi.org/10.1109/NUSOD59562.2023.10273549
Publication status	Published - 21 Sept 2023
Event	2023 International Conference on Numerical Simulation of Optoelectronic Devices - Turin, Italy Duration: 18 Sept 2023 → 21 Sept 2023

Conference

Conference	2023 International Conference on Numerical Simulation of Optoelectronic Devices
Country/Territory	Italy
City	Turin
Period	18/09/2023 → 21/09/2023

Keywords

Neuromorphics
Crosstalk
Optical variables measurement
Predictive models
Optical crosstalk
Silicon photonics
Thermal analysis

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10.1109/NUSOD59562.2023.10273549

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title = "Thermal Crosstalk Effects in a Silicon Photonics Neuromorphic Network",

abstract = "We propose a methodology to include thermal crosstalk effects in the modeling of neuromorphic photonic circuits. Through component-level simulations of device building blocks and thermal analysis, we are able to successfully account for thermal effects, as shown by a comparison with experimental measurements of a 3{\texttimes}3 programmable optical circuit.",

keywords = "Neuromorphics, Crosstalk, Optical variables measurement, Predictive models, Optical crosstalk, Silicon photonics, Thermal analysis",

author = "Marco Orlandin and Ali Cem and Vittorio Curri and Andrea Carena and Ros, \{Francesco Da\} and Paolo Bardella",

year = "2023",

month = sep,

day = "21",

doi = "10.1109/NUSOD59562.2023.10273549",

language = "English",

isbn = "979-8-3503-1430-4",

pages = "43--44",

booktitle = "Proceedings of 2023 International Conference on Numerical Simulation of Optoelectronic Devices",

publisher = "IEEE",

address = "United States",

note = "2023 International Conference on Numerical Simulation of Optoelectronic Devices, 2023 NUSOD ; Conference date: 18-09-2023 Through 21-09-2023",

}

Orlandin, M, Cem, A, Curri, V, Carena, A, Ros, FD & Bardella, P 2023, Thermal Crosstalk Effects in a Silicon Photonics Neuromorphic Network. in Proceedings of 2023 International Conference on Numerical Simulation of Optoelectronic Devices., 10273549, IEEE, pp. 43-44, 2023 International Conference on Numerical Simulation of Optoelectronic Devices, Turin, Italy, 18/09/2023. https://doi.org/10.1109/NUSOD59562.2023.10273549

TY - GEN

T1 - Thermal Crosstalk Effects in a Silicon Photonics Neuromorphic Network

AU - Orlandin, Marco

AU - Cem, Ali

AU - Curri, Vittorio

AU - Carena, Andrea

AU - Ros, Francesco Da

AU - Bardella, Paolo

PY - 2023/9/21

Y1 - 2023/9/21

N2 - We propose a methodology to include thermal crosstalk effects in the modeling of neuromorphic photonic circuits. Through component-level simulations of device building blocks and thermal analysis, we are able to successfully account for thermal effects, as shown by a comparison with experimental measurements of a 3×3 programmable optical circuit.

AB - We propose a methodology to include thermal crosstalk effects in the modeling of neuromorphic photonic circuits. Through component-level simulations of device building blocks and thermal analysis, we are able to successfully account for thermal effects, as shown by a comparison with experimental measurements of a 3×3 programmable optical circuit.

KW - Neuromorphics

KW - Crosstalk

KW - Optical variables measurement

KW - Predictive models

KW - Optical crosstalk

KW - Silicon photonics

KW - Thermal analysis

U2 - 10.1109/NUSOD59562.2023.10273549

DO - 10.1109/NUSOD59562.2023.10273549

M3 - Article in proceedings

SN - 979-8-3503-1430-4

SP - 43

EP - 44

BT - Proceedings of 2023 International Conference on Numerical Simulation of Optoelectronic Devices

PB - IEEE

T2 - 2023 International Conference on Numerical Simulation of Optoelectronic Devices

Y2 - 18 September 2023 through 21 September 2023

ER -

Thermal Crosstalk Effects in a Silicon Photonics Neuromorphic Network

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Keywords

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