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Vertically integrated spiking cone photoreceptor arrays for color perception
The cone photoreceptors in our eyes selectively transduce the natural light into spiking representations, which endows the brain with high energy-efficiency color vision. However, the cone-like device with color-selectivity and spike-encoding capability remains challenging. Here, we propose a metal...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10257685/ https://www.ncbi.nlm.nih.gov/pubmed/37301894 http://dx.doi.org/10.1038/s41467-023-39143-8 |
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author | Wang, Xiangjing Chen, Chunsheng Zhu, Li Shi, Kailu Peng, Baocheng Zhu, Yixin Mao, Huiwu Long, Haotian Ke, Shuo Fu, Chuanyu Zhu, Ying Wan, Changjin Wan, Qing |
author_facet | Wang, Xiangjing Chen, Chunsheng Zhu, Li Shi, Kailu Peng, Baocheng Zhu, Yixin Mao, Huiwu Long, Haotian Ke, Shuo Fu, Chuanyu Zhu, Ying Wan, Changjin Wan, Qing |
author_sort | Wang, Xiangjing |
collection | PubMed |
description | The cone photoreceptors in our eyes selectively transduce the natural light into spiking representations, which endows the brain with high energy-efficiency color vision. However, the cone-like device with color-selectivity and spike-encoding capability remains challenging. Here, we propose a metal oxide-based vertically integrated spiking cone photoreceptor array, which can directly transduce persistent lights into spike trains at a certain rate according to the input wavelengths. Such spiking cone photoreceptors have an ultralow power consumption of less than 400 picowatts per spike in visible light, which is very close to biological cones. In this work, lights with three wavelengths were exploited as pseudo-three-primary colors to form ‘colorful’ images for recognition tasks, and the device with the ability to discriminate mixed colors shows better accuracy. Our results would enable hardware spiking neural networks with biologically plausible visual perception and provide great potential for the development of dynamic vision sensors. |
format | Online Article Text |
id | pubmed-10257685 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-102576852023-06-12 Vertically integrated spiking cone photoreceptor arrays for color perception Wang, Xiangjing Chen, Chunsheng Zhu, Li Shi, Kailu Peng, Baocheng Zhu, Yixin Mao, Huiwu Long, Haotian Ke, Shuo Fu, Chuanyu Zhu, Ying Wan, Changjin Wan, Qing Nat Commun Article The cone photoreceptors in our eyes selectively transduce the natural light into spiking representations, which endows the brain with high energy-efficiency color vision. However, the cone-like device with color-selectivity and spike-encoding capability remains challenging. Here, we propose a metal oxide-based vertically integrated spiking cone photoreceptor array, which can directly transduce persistent lights into spike trains at a certain rate according to the input wavelengths. Such spiking cone photoreceptors have an ultralow power consumption of less than 400 picowatts per spike in visible light, which is very close to biological cones. In this work, lights with three wavelengths were exploited as pseudo-three-primary colors to form ‘colorful’ images for recognition tasks, and the device with the ability to discriminate mixed colors shows better accuracy. Our results would enable hardware spiking neural networks with biologically plausible visual perception and provide great potential for the development of dynamic vision sensors. Nature Publishing Group UK 2023-06-10 /pmc/articles/PMC10257685/ /pubmed/37301894 http://dx.doi.org/10.1038/s41467-023-39143-8 Text en © The Author(s) 2023 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 Wang, Xiangjing Chen, Chunsheng Zhu, Li Shi, Kailu Peng, Baocheng Zhu, Yixin Mao, Huiwu Long, Haotian Ke, Shuo Fu, Chuanyu Zhu, Ying Wan, Changjin Wan, Qing Vertically integrated spiking cone photoreceptor arrays for color perception |
title | Vertically integrated spiking cone photoreceptor arrays for color perception |
title_full | Vertically integrated spiking cone photoreceptor arrays for color perception |
title_fullStr | Vertically integrated spiking cone photoreceptor arrays for color perception |
title_full_unstemmed | Vertically integrated spiking cone photoreceptor arrays for color perception |
title_short | Vertically integrated spiking cone photoreceptor arrays for color perception |
title_sort | vertically integrated spiking cone photoreceptor arrays for color perception |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10257685/ https://www.ncbi.nlm.nih.gov/pubmed/37301894 http://dx.doi.org/10.1038/s41467-023-39143-8 |
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