Functional Oxides for Photoneuromorphic Engineering

New device concepts and new computing principles are needed to balance our ever-growing appetite for data and information with the realization of the goals of increased energy efficiency, reduction in CO emissions, and the circular economy. Neuromorphic or synaptic electronics is an emerging field o...

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Autor: Perez-Tomas, Amador|||0000-0002-0551-3142
Tipo de recurso: artículo
Fecha de publicación:2019
País:España
Institución:Universitat Autònoma de Barcelona
Repositorio:Dipòsit Digital de Documents de la UAB
Idioma:inglés
OAI Identifier:oai:ddd.uab.cat:218078
Acceso en línea:https://ddd.uab.cat/record/218078
https://dx.doi.org/urn:doi:10.1002/admi.201900471
Access Level:acceso abierto
Palabra clave:Ferroelectrics
Functional oxide thin-films
Information theory
Neuromorphic engineering
Photovoltaics
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spelling Functional Oxides for Photoneuromorphic Engineering Toward a Solar Brain Perez-Tomas, Amador|||0000-0002-0551-3142 Ferroelectrics Functional oxide thin-films Information theory Neuromorphic engineering Photovoltaics New device concepts and new computing principles are needed to balance our ever-growing appetite for data and information with the realization of the goals of increased energy efficiency, reduction in CO emissions, and the circular economy. Neuromorphic or synaptic electronics is an emerging field of research aiming to overcome the current computer's Von-Neumann bottleneck by building artificial neuronal systems to mimic the extremely energy efficient biological synapses. The introduction of photovoltaic and/or photonic aspects into these neuromorphic architectures will produce self-powered adaptive electronics but may also open new possibilities in artificial neuroscience, artificial neural communications, sensing, and machine learning which would enable, in turn, a new era for computational systems owing to the possibility of attaining high bandwidths with much reduced power consumption. This perspective is focused on recent progress in the implementation of functional oxide thin-films into photovoltaic and neuromorphic applications toward the envisioned goal of self-powered photovoltaic neuromorphic systems or a solar brain. https://ddd.uab.cat/record/218078 https://dx.doi.org/urn:doi:10.1002/admi.201900471
title Functional Oxides for Photoneuromorphic Engineering
spellingShingle Functional Oxides for Photoneuromorphic Engineering
Perez-Tomas, Amador|||0000-0002-0551-3142
Ferroelectrics
Functional oxide thin-films
Information theory
Neuromorphic engineering
Photovoltaics
title_short Functional Oxides for Photoneuromorphic Engineering
title_full Functional Oxides for Photoneuromorphic Engineering
title_fullStr Functional Oxides for Photoneuromorphic Engineering
title_full_unstemmed Functional Oxides for Photoneuromorphic Engineering
title_sort Functional Oxides for Photoneuromorphic Engineering
author Perez-Tomas, Amador|||0000-0002-0551-3142
author_facet Perez-Tomas, Amador|||0000-0002-0551-3142
author_role author
topic Ferroelectrics
Functional oxide thin-films
Information theory
Neuromorphic engineering
Photovoltaics
topic_facet Ferroelectrics
Functional oxide thin-films
Information theory
Neuromorphic engineering
Photovoltaics
description New device concepts and new computing principles are needed to balance our ever-growing appetite for data and information with the realization of the goals of increased energy efficiency, reduction in CO emissions, and the circular economy. Neuromorphic or synaptic electronics is an emerging field of research aiming to overcome the current computer's Von-Neumann bottleneck by building artificial neuronal systems to mimic the extremely energy efficient biological synapses. The introduction of photovoltaic and/or photonic aspects into these neuromorphic architectures will produce self-powered adaptive electronics but may also open new possibilities in artificial neuroscience, artificial neural communications, sensing, and machine learning which would enable, in turn, a new era for computational systems owing to the possibility of attaining high bandwidths with much reduced power consumption. This perspective is focused on recent progress in the implementation of functional oxide thin-films into photovoltaic and neuromorphic applications toward the envisioned goal of self-powered photovoltaic neuromorphic systems or a solar brain.
publishDate 2019
format article
url https://ddd.uab.cat/record/218078
https://dx.doi.org/urn:doi:10.1002/admi.201900471
language eng
eu_rights_str_mv openAccess
institution Universitat Autònoma de Barcelona
collection Dipòsit Digital de Documents de la UAB
reponame_str Dipòsit Digital de Documents de la UAB
instname_str Universitat Autònoma de Barcelona
_version_ 1878437559786274816
publishDateSort 2019
author_browse Perez-Tomas, Amador|||0000-0002-0551-3142
score 6,924472

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