@inproceedings{abf53c7a8d9144a395d21a451a23db17,
title = "Optoelectronic III-V nanowire implementation of a neural network in a shared waveguide",
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.",
keywords = "III-V nanowire, neural network, phototransistors",
author = "Winge, {David O.} and Steven Limpert and Heiner Linke and Borgstrom, {Magnus T.} and Barbara Webb and Stanley Heinze and Anders Mikkelsen",
note = "Funding Information: This work was supported by the Swedish Research Council (VR) and NanoLund FutureThemes. SH was supported by the European Research Council (ERC) under the European Union{\textquoteright}s Horizon 2020 research and innovation program (grant agreement no. 714599). Publisher Copyright: {\textcopyright} 2020 IEEE.; 2020 International Conference on Numerical Simulation of Optoelectronic Devices, NUSOD 2020 ; Conference date: 14-09-2020 Through 18-09-2020",
year = "2020",
month = oct,
day = "8",
doi = "10.1109/NUSOD49422.2020.9217753",
language = "English",
isbn = "978-1-7281-6087-0",
series = "Proceedings of the International Conference on Numerical Simulation of Optoelectronic Devices, NUSOD",
publisher = "IEEE Computer Society",
pages = "99--100",
booktitle = "Proceedings of the 2020 International Conference on Numerical Simulation of Optoelectronic Devices, NUSOD 2020",
address = "United States",
}