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Parallel perception of visual motion using light-tunable memory matrix

Parallel perception of visual motion is of crucial significance to the development of an intelligent machine vision system. However, implementing in-sensor parallel visual motion perception using conventional complementary metal-oxide semiconductor technology is challenging, because the temporal and...

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Autores principales: Pan, Xuan, Shi, Jingwen, Wang, Pengfei, Wang, Shuang, Pan, Chen, Yu, Wentao, Cheng, Bin, Liang, Shi-Jun, Miao, Feng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for the Advancement of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10541003/
https://www.ncbi.nlm.nih.gov/pubmed/37774015
http://dx.doi.org/10.1126/sciadv.adi4083
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author Pan, Xuan
Shi, Jingwen
Wang, Pengfei
Wang, Shuang
Pan, Chen
Yu, Wentao
Cheng, Bin
Liang, Shi-Jun
Miao, Feng
author_facet Pan, Xuan
Shi, Jingwen
Wang, Pengfei
Wang, Shuang
Pan, Chen
Yu, Wentao
Cheng, Bin
Liang, Shi-Jun
Miao, Feng
author_sort Pan, Xuan
collection PubMed
description Parallel perception of visual motion is of crucial significance to the development of an intelligent machine vision system. However, implementing in-sensor parallel visual motion perception using conventional complementary metal-oxide semiconductor technology is challenging, because the temporal and spatial information embedded in motion cannot be simultaneously encoded and perceived at the sensory level. Here, we demonstrate the parallel perception of diverse motion modes at the sensor level by exploiting light-tunable memory matrix in a van der Waals (vdW) heterostructure array. The optoelectronic characteristics of gate-tunable photoconductivity and light-tunable memory matrix enable devices in the array to realize simultaneous encoding and processing of incoming spatiotemporal light pattern. Furthermore, we implement a visual motion perceptron with the array capable of deciphering multiple motion parameters in parallel, including direction, velocity, acceleration, and angular velocity. Our work opens up a promising venue for the realization of an intelligent machine vision system based on in-sensor motion perception.
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spelling pubmed-105410032023-10-01 Parallel perception of visual motion using light-tunable memory matrix Pan, Xuan Shi, Jingwen Wang, Pengfei Wang, Shuang Pan, Chen Yu, Wentao Cheng, Bin Liang, Shi-Jun Miao, Feng Sci Adv Physical and Materials Sciences Parallel perception of visual motion is of crucial significance to the development of an intelligent machine vision system. However, implementing in-sensor parallel visual motion perception using conventional complementary metal-oxide semiconductor technology is challenging, because the temporal and spatial information embedded in motion cannot be simultaneously encoded and perceived at the sensory level. Here, we demonstrate the parallel perception of diverse motion modes at the sensor level by exploiting light-tunable memory matrix in a van der Waals (vdW) heterostructure array. The optoelectronic characteristics of gate-tunable photoconductivity and light-tunable memory matrix enable devices in the array to realize simultaneous encoding and processing of incoming spatiotemporal light pattern. Furthermore, we implement a visual motion perceptron with the array capable of deciphering multiple motion parameters in parallel, including direction, velocity, acceleration, and angular velocity. Our work opens up a promising venue for the realization of an intelligent machine vision system based on in-sensor motion perception. American Association for the Advancement of Science 2023-09-29 /pmc/articles/PMC10541003/ /pubmed/37774015 http://dx.doi.org/10.1126/sciadv.adi4083 Text en Copyright © 2023 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works. Distributed under a Creative Commons Attribution NonCommercial License 4.0 (CC BY-NC). https://creativecommons.org/licenses/by-nc/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial license (https://creativecommons.org/licenses/by-nc/4.0/) , which permits use, distribution, and reproduction in any medium, so long as the resultant use is not for commercial advantage and provided the original work is properly cited.
spellingShingle Physical and Materials Sciences
Pan, Xuan
Shi, Jingwen
Wang, Pengfei
Wang, Shuang
Pan, Chen
Yu, Wentao
Cheng, Bin
Liang, Shi-Jun
Miao, Feng
Parallel perception of visual motion using light-tunable memory matrix
title Parallel perception of visual motion using light-tunable memory matrix
title_full Parallel perception of visual motion using light-tunable memory matrix
title_fullStr Parallel perception of visual motion using light-tunable memory matrix
title_full_unstemmed Parallel perception of visual motion using light-tunable memory matrix
title_short Parallel perception of visual motion using light-tunable memory matrix
title_sort parallel perception of visual motion using light-tunable memory matrix
topic Physical and Materials Sciences
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10541003/
https://www.ncbi.nlm.nih.gov/pubmed/37774015
http://dx.doi.org/10.1126/sciadv.adi4083
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