Functional Oxides for Photoneuromorphic Engineering : Toward a Solar Brain
Perez-Tomas, Amador (Institut Català de Nanociència i Nanotecnologia)

Date:	2019
Abstract:	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.
Grants:	Ministerio de Economía y Competitividad ENE2015-74275-JIN Ministerio de Economía y Competitividad SEV-2013-0295
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Language:	Anglès
Document:	Article ; recerca ; Versió sotmesa a revisió
Subject:	Ferroelectrics ; Functional oxide thin-films ; Information theory ; Neuromorphic engineering ; Photovoltaics
Published in:	Advanced materials interfaces, Vol. 6, Issue 15 (August 2019) , art. 1900471, ISSN 2196-7350

DOI: 10.1002/admi.201900471

Preprint 117 p, 3.9 MB

The record appears in these collections:
Research literature > UAB research groups literature > Research Centres and Groups (research output) > Experimental sciences > Catalan Institute of Nanoscience and Nanotechnology (ICN2)
Articles > Research articles
Articles > Published articles