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A flexible capacitive photoreceptor for the biomimetic retina

Neuromorphic vision sensors have been extremely beneficial in developing energy-efficient intelligent systems for robotics and privacy-preserving security applications. There is a dire need for devices to mimic the retina’s photoreceptors that encode the light illumination into a sequence of spikes...

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Autores principales: Vijjapu, Mani Teja, Fouda, Mohammed E., Agambayev, Agamyrat, Kang, Chun Hong, Lin, Chun-Ho, Ooi, Boon S., He, Jr-Hau, Eltawil, Ahmed M., Salama, Khaled N.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8720312/
https://www.ncbi.nlm.nih.gov/pubmed/34974516
http://dx.doi.org/10.1038/s41377-021-00686-4
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author Vijjapu, Mani Teja
Fouda, Mohammed E.
Agambayev, Agamyrat
Kang, Chun Hong
Lin, Chun-Ho
Ooi, Boon S.
He, Jr-Hau
Eltawil, Ahmed M.
Salama, Khaled N.
author_facet Vijjapu, Mani Teja
Fouda, Mohammed E.
Agambayev, Agamyrat
Kang, Chun Hong
Lin, Chun-Ho
Ooi, Boon S.
He, Jr-Hau
Eltawil, Ahmed M.
Salama, Khaled N.
author_sort Vijjapu, Mani Teja
collection PubMed
description Neuromorphic vision sensors have been extremely beneficial in developing energy-efficient intelligent systems for robotics and privacy-preserving security applications. There is a dire need for devices to mimic the retina’s photoreceptors that encode the light illumination into a sequence of spikes to develop such sensors. Herein, we develop a hybrid perovskite-based flexible photoreceptor whose capacitance changes proportionally to the light intensity mimicking the retina’s rod cells, paving the way for developing an efficient artificial retina network. The proposed device constitutes a hybrid nanocomposite of perovskites (methyl-ammonium lead bromide) and the ferroelectric terpolymer (polyvinylidene fluoride trifluoroethylene-chlorofluoroethylene). A metal-insulator-metal type capacitor with the prepared composite exhibits the unique and photosensitive capacitive behavior at various light intensities in the visible light spectrum. The proposed photoreceptor mimics the spectral sensitivity curve of human photopic vision. The hybrid nanocomposite is stable in ambient air for 129 weeks, with no observable degradation of the composite due to the encapsulation of hybrid perovskites in the hydrophobic polymer. The functionality of the proposed photoreceptor to recognize handwritten digits (MNIST) dataset using an unsupervised trained spiking neural network with 72.05% recognition accuracy is demonstrated. This demonstration proves the potential of the proposed sensor for neuromorphic vision applications.
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spelling pubmed-87203122022-01-13 A flexible capacitive photoreceptor for the biomimetic retina Vijjapu, Mani Teja Fouda, Mohammed E. Agambayev, Agamyrat Kang, Chun Hong Lin, Chun-Ho Ooi, Boon S. He, Jr-Hau Eltawil, Ahmed M. Salama, Khaled N. Light Sci Appl Article Neuromorphic vision sensors have been extremely beneficial in developing energy-efficient intelligent systems for robotics and privacy-preserving security applications. There is a dire need for devices to mimic the retina’s photoreceptors that encode the light illumination into a sequence of spikes to develop such sensors. Herein, we develop a hybrid perovskite-based flexible photoreceptor whose capacitance changes proportionally to the light intensity mimicking the retina’s rod cells, paving the way for developing an efficient artificial retina network. The proposed device constitutes a hybrid nanocomposite of perovskites (methyl-ammonium lead bromide) and the ferroelectric terpolymer (polyvinylidene fluoride trifluoroethylene-chlorofluoroethylene). A metal-insulator-metal type capacitor with the prepared composite exhibits the unique and photosensitive capacitive behavior at various light intensities in the visible light spectrum. The proposed photoreceptor mimics the spectral sensitivity curve of human photopic vision. The hybrid nanocomposite is stable in ambient air for 129 weeks, with no observable degradation of the composite due to the encapsulation of hybrid perovskites in the hydrophobic polymer. The functionality of the proposed photoreceptor to recognize handwritten digits (MNIST) dataset using an unsupervised trained spiking neural network with 72.05% recognition accuracy is demonstrated. This demonstration proves the potential of the proposed sensor for neuromorphic vision applications. Nature Publishing Group UK 2022-01-01 /pmc/articles/PMC8720312/ /pubmed/34974516 http://dx.doi.org/10.1038/s41377-021-00686-4 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Vijjapu, Mani Teja
Fouda, Mohammed E.
Agambayev, Agamyrat
Kang, Chun Hong
Lin, Chun-Ho
Ooi, Boon S.
He, Jr-Hau
Eltawil, Ahmed M.
Salama, Khaled N.
A flexible capacitive photoreceptor for the biomimetic retina
title A flexible capacitive photoreceptor for the biomimetic retina
title_full A flexible capacitive photoreceptor for the biomimetic retina
title_fullStr A flexible capacitive photoreceptor for the biomimetic retina
title_full_unstemmed A flexible capacitive photoreceptor for the biomimetic retina
title_short A flexible capacitive photoreceptor for the biomimetic retina
title_sort flexible capacitive photoreceptor for the biomimetic retina
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8720312/
https://www.ncbi.nlm.nih.gov/pubmed/34974516
http://dx.doi.org/10.1038/s41377-021-00686-4
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