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 EngineeringToward a Solar BrainPerez-Tomas, Amador|||0000-0002-0551-3142FerroelectricsFunctional oxide thin-filmsInformation theoryNeuromorphic engineeringPhotovoltaicsNew 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. 22019-01-0120192019-01-01Articlehttp://purl.org/coar/resource_type/c_6501SMURhttp://purl.org/coar/version/c_71e4c1898caa6e32info:eu-repo/semantics/articleapplication/pdfhttps://ddd.uab.cat/record/218078https://dx.doi.org/urn:doi:10.1002/admi.201900471reponame:Dipòsit Digital de Documents de la UABinstname:Universitat Autònoma de BarcelonaInglésengMinisterio de Economía y Competitividad https://doi.org/10.13039/501100003329 ENE2015-74275-JINMinisterio de Economía y Competitividad https://doi.org/10.13039/501100003329 SEV-2013-0295open accesshttp://purl.org/coar/access_right/c_abf2Aquest material està protegit per drets d'autor i/o drets afins. Podeu utilitzar aquest material en funció del que permet la legislació de drets d'autor i drets afins d'aplicació al vostre cas. Per a d'altres usos heu d'obtenir permís del(s) titular(s) de drets.https://rightsstatements.org/vocab/InC/1.0/info:eu-repo/semantics/openAccessoai:ddd.uab.cat:2180782026-06-06T12:50:31Z
dc.title.none.fl_str_mv Functional Oxides for Photoneuromorphic Engineering
Toward a Solar Brain
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
dc.creator.none.fl_str_mv Perez-Tomas, Amador|||0000-0002-0551-3142
author Perez-Tomas, Amador|||0000-0002-0551-3142
author_facet Perez-Tomas, Amador|||0000-0002-0551-3142
author_role author
dc.subject.none.fl_str_mv Ferroelectrics
Functional oxide thin-films
Information theory
Neuromorphic engineering
Photovoltaics
topic 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
dc.date.none.fl_str_mv 2
2019-01-01
2019
2019-01-01
dc.type.none.fl_str_mv Article
http://purl.org/coar/resource_type/c_6501
SMUR
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dc.identifier.none.fl_str_mv https://ddd.uab.cat/record/218078
https://dx.doi.org/urn:doi:10.1002/admi.201900471
url https://ddd.uab.cat/record/218078
https://dx.doi.org/urn:doi:10.1002/admi.201900471
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.relation.none.fl_str_mv Ministerio de Economía y Competitividad https://doi.org/10.13039/501100003329 ENE2015-74275-JIN
Ministerio de Economía y Competitividad https://doi.org/10.13039/501100003329 SEV-2013-0295
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
https://rightsstatements.org/vocab/InC/1.0/
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
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eu_rights_str_mv openAccess
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dc.source.none.fl_str_mv reponame:Dipòsit Digital de Documents de la UAB
instname:Universitat Autònoma de Barcelona
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