Cargando…
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...
Autores principales: | , , , , , , , , |
---|---|
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 |
_version_ | 1785113830361137152 |
---|---|
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. |
format | Online Article Text |
id | pubmed-10541003 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Association for the Advancement of Science |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT panxuan parallelperceptionofvisualmotionusinglighttunablememorymatrix AT shijingwen parallelperceptionofvisualmotionusinglighttunablememorymatrix AT wangpengfei parallelperceptionofvisualmotionusinglighttunablememorymatrix AT wangshuang parallelperceptionofvisualmotionusinglighttunablememorymatrix AT panchen parallelperceptionofvisualmotionusinglighttunablememorymatrix AT yuwentao parallelperceptionofvisualmotionusinglighttunablememorymatrix AT chengbin parallelperceptionofvisualmotionusinglighttunablememorymatrix AT liangshijun parallelperceptionofvisualmotionusinglighttunablememorymatrix AT miaofeng parallelperceptionofvisualmotionusinglighttunablememorymatrix |