Cargando…
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...
Autores principales: | , , , , , , , , |
---|---|
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 |
_version_ | 1784625111836393472 |
---|---|
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. |
format | Online Article Text |
id | pubmed-8720312 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT vijjapumaniteja aflexiblecapacitivephotoreceptorforthebiomimeticretina AT foudamohammede aflexiblecapacitivephotoreceptorforthebiomimeticretina AT agambayevagamyrat aflexiblecapacitivephotoreceptorforthebiomimeticretina AT kangchunhong aflexiblecapacitivephotoreceptorforthebiomimeticretina AT linchunho aflexiblecapacitivephotoreceptorforthebiomimeticretina AT ooiboons aflexiblecapacitivephotoreceptorforthebiomimeticretina AT hejrhau aflexiblecapacitivephotoreceptorforthebiomimeticretina AT eltawilahmedm aflexiblecapacitivephotoreceptorforthebiomimeticretina AT salamakhaledn aflexiblecapacitivephotoreceptorforthebiomimeticretina AT vijjapumaniteja flexiblecapacitivephotoreceptorforthebiomimeticretina AT foudamohammede flexiblecapacitivephotoreceptorforthebiomimeticretina AT agambayevagamyrat flexiblecapacitivephotoreceptorforthebiomimeticretina AT kangchunhong flexiblecapacitivephotoreceptorforthebiomimeticretina AT linchunho flexiblecapacitivephotoreceptorforthebiomimeticretina AT ooiboons flexiblecapacitivephotoreceptorforthebiomimeticretina AT hejrhau flexiblecapacitivephotoreceptorforthebiomimeticretina AT eltawilahmedm flexiblecapacitivephotoreceptorforthebiomimeticretina AT salamakhaledn flexiblecapacitivephotoreceptorforthebiomimeticretina |