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Pàgina inicial > Articles > Articles publicats > Functional Oxides for Photoneuromorphic Engineering : |
Data: | 2019 |
Resum: | 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. |
Ajuts: | Ministerio de Economía y Competitividad ENE2015-74275-JIN Ministerio de Economía y Competitividad SEV-2013-0295 |
Drets: | Tots els drets reservats. |
Llengua: | Anglès |
Document: | Article ; recerca ; Versió sotmesa a revisió |
Matèria: | Ferroelectrics ; Functional oxide thin-films ; Information theory ; Neuromorphic engineering ; Photovoltaics |
Publicat a: | Advanced materials interfaces, Vol. 6, Issue 15 (August 2019) , art. 1900471, ISSN 2196-7350 |
Preprint 117 p, 3.9 MB |