Optoelectronic III-V nanowire implementation of a neural network in a shared waveguide
Winge, David O. LU ; Limpert, Steven LU
; Linke, Heiner
LU
; Borgstrom, Magnus T.
LU
; Webb, Barbara
; Heinze, Stanley
LU
and Mikkelsen, Anders
LU
(2020)
2020 International Conference on Numerical Simulation of Optoelectronic Devices, NUSOD 2020
In Proceedings of the International Conference on Numerical Simulation of Optoelectronic Devices, NUSOD
2020-September.
p.99-100
- Abstract
Neural node components consisting of III-V nanowire devices are introduced. This allows for the construction of a small footprint specialized neural network. A broadcasting strategy is developed which removes the need for inter-node wiring. As a model system, an insect brain navigational circuit is chosen and successfully emulated using the introduced nodes and network architecture. The results are based on electronic transport simulations in each device as well as finite-difference time-domain simulations for the broadcasting of optical signals.
Please use this url to cite or link to this publication:
https://lup.lub.lu.se/record/c5417485-7de7-41ec-b390-e9071b6b2bf0
- author
- Winge, David O.
LU
; Limpert, Steven
LU
; Linke, Heiner
LU
; Borgstrom, Magnus T.
LU
; Webb, Barbara
; Heinze, Stanley
LU
and Mikkelsen, Anders
LU
- organization
- publishing date
- 2020
- type
- Chapter in Book/Report/Conference proceeding
- publication status
- published
- subject
- keywords
- III-V nanowire, neural network, phototransistors
- host publication
- 2020 International Conference on Numerical Simulation of Optoelectronic Devices, NUSOD 2020
- series title
- Proceedings of the International Conference on Numerical Simulation of Optoelectronic Devices, NUSOD
- volume
- 2020-September
- article number
- 9217753
- pages
- 2 pages
- publisher
- IEEE Computer Society
- conference name
- 2020 International Conference on Numerical Simulation of Optoelectronic Devices, NUSOD 2020
- conference location
- Turin, Italy
- conference dates
- 2020-09-14 - 2020-09-18
- external identifiers
-
- scopus:85093920828
- ISSN
- 2158-3234
- ISBN
- 9781728160863
- DOI
- 10.1109/NUSOD49422.2020.9217753
- language
- English
- LU publication?
- yes
- id
- c5417485-7de7-41ec-b390-e9071b6b2bf0
- date added to LUP
- 2020-11-10 10:01:07
- date last changed
- 2024-04-03 17:51:49
@inproceedings{c5417485-7de7-41ec-b390-e9071b6b2bf0,
abstract = {{<p>Neural node components consisting of III-V nanowire devices are introduced. This allows for the construction of a small footprint specialized neural network. A broadcasting strategy is developed which removes the need for inter-node wiring. As a model system, an insect brain navigational circuit is chosen and successfully emulated using the introduced nodes and network architecture. The results are based on electronic transport simulations in each device as well as finite-difference time-domain simulations for the broadcasting of optical signals.</p>}},
author = {{Winge, David O. and Limpert, Steven and Linke, Heiner and Borgstrom, Magnus T. and Webb, Barbara and Heinze, Stanley and Mikkelsen, Anders}},
booktitle = {{2020 International Conference on Numerical Simulation of Optoelectronic Devices, NUSOD 2020}},
isbn = {{9781728160863}},
issn = {{2158-3234}},
keywords = {{III-V nanowire; neural network; phototransistors}},
language = {{eng}},
pages = {{99--100}},
publisher = {{IEEE Computer Society}},
series = {{Proceedings of the International Conference on Numerical Simulation of Optoelectronic Devices, NUSOD}},
title = {{Optoelectronic III-V nanowire implementation of a neural network in a shared waveguide}},
url = {{http://dx.doi.org/10.1109/NUSOD49422.2020.9217753}},
doi = {{10.1109/NUSOD49422.2020.9217753}},
volume = {{2020-September}},
year = {{2020}},
}