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Two‐Dimensional Perovskite‐Gated AlGaN/GaN High‐Electron‐Mobility‐Transistor for Neuromorphic Vision Sensor

The extraordinary optoelectronic properties and continued commercialization of GaN enable it a promising component for neuromorphic visual system (NVS). However, typical GaN‐based optoelectronic devices demonstrated to data only show temporary and unidirectional photoresponse in ultraviolet region,...

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Autores principales: Hong, Xitong, Huang, Yulong, Tian, Qianlei, Zhang, Sen, Liu, Chang, Wang, Liming, Zhang, Kai, Sun, Jia, Liao, Lei, Zou, Xuming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9507368/
https://www.ncbi.nlm.nih.gov/pubmed/35869612
http://dx.doi.org/10.1002/advs.202202019
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author Hong, Xitong
Huang, Yulong
Tian, Qianlei
Zhang, Sen
Liu, Chang
Wang, Liming
Zhang, Kai
Sun, Jia
Liao, Lei
Zou, Xuming
author_facet Hong, Xitong
Huang, Yulong
Tian, Qianlei
Zhang, Sen
Liu, Chang
Wang, Liming
Zhang, Kai
Sun, Jia
Liao, Lei
Zou, Xuming
author_sort Hong, Xitong
collection PubMed
description The extraordinary optoelectronic properties and continued commercialization of GaN enable it a promising component for neuromorphic visual system (NVS). However, typical GaN‐based optoelectronic devices demonstrated to data only show temporary and unidirectional photoresponse in ultraviolet region, which is an insurmountable obstacle for construction of NVS in practical applications. Herein, an ultrasensitive visual sensor with phototransistor architecture consisting of AlGaN/GaN high‐electron‐mobility‐transistor (HEMT) and two‐dimensional Ruddlesden–Popper organic–inorganic halide perovskite (2D OIHP) is reported. Utilizing the significant variation in activation energy for ion transport in 2D OIHP (from 1.3 eV under dark to 0.4 eV under illumination), the sensor can efficiently perceive and storage optical information in ultraviolet–visible region. Meanwhile, the photo‐enhanced field‐effect mechanism in the depletion‐mode HEMT enables gate‐tunable negative and positive photoresponse, where some typical optoelectronic synaptic functions including inhibitory and excitatory postsynaptic current as well as paired‐pulse facilitation are demonstrated. More importantly, a NVS based on the proposed visual sensor array is constructed for achieving neuromorphic visual preprocessing with an improved color image recognition rate of 100%.
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spelling pubmed-95073682022-09-30 Two‐Dimensional Perovskite‐Gated AlGaN/GaN High‐Electron‐Mobility‐Transistor for Neuromorphic Vision Sensor Hong, Xitong Huang, Yulong Tian, Qianlei Zhang, Sen Liu, Chang Wang, Liming Zhang, Kai Sun, Jia Liao, Lei Zou, Xuming Adv Sci (Weinh) Research Articles The extraordinary optoelectronic properties and continued commercialization of GaN enable it a promising component for neuromorphic visual system (NVS). However, typical GaN‐based optoelectronic devices demonstrated to data only show temporary and unidirectional photoresponse in ultraviolet region, which is an insurmountable obstacle for construction of NVS in practical applications. Herein, an ultrasensitive visual sensor with phototransistor architecture consisting of AlGaN/GaN high‐electron‐mobility‐transistor (HEMT) and two‐dimensional Ruddlesden–Popper organic–inorganic halide perovskite (2D OIHP) is reported. Utilizing the significant variation in activation energy for ion transport in 2D OIHP (from 1.3 eV under dark to 0.4 eV under illumination), the sensor can efficiently perceive and storage optical information in ultraviolet–visible region. Meanwhile, the photo‐enhanced field‐effect mechanism in the depletion‐mode HEMT enables gate‐tunable negative and positive photoresponse, where some typical optoelectronic synaptic functions including inhibitory and excitatory postsynaptic current as well as paired‐pulse facilitation are demonstrated. More importantly, a NVS based on the proposed visual sensor array is constructed for achieving neuromorphic visual preprocessing with an improved color image recognition rate of 100%. John Wiley and Sons Inc. 2022-07-22 /pmc/articles/PMC9507368/ /pubmed/35869612 http://dx.doi.org/10.1002/advs.202202019 Text en © 2022 The Authors. Advanced Science published by Wiley‐VCH GmbH https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Articles
Hong, Xitong
Huang, Yulong
Tian, Qianlei
Zhang, Sen
Liu, Chang
Wang, Liming
Zhang, Kai
Sun, Jia
Liao, Lei
Zou, Xuming
Two‐Dimensional Perovskite‐Gated AlGaN/GaN High‐Electron‐Mobility‐Transistor for Neuromorphic Vision Sensor
title Two‐Dimensional Perovskite‐Gated AlGaN/GaN High‐Electron‐Mobility‐Transistor for Neuromorphic Vision Sensor
title_full Two‐Dimensional Perovskite‐Gated AlGaN/GaN High‐Electron‐Mobility‐Transistor for Neuromorphic Vision Sensor
title_fullStr Two‐Dimensional Perovskite‐Gated AlGaN/GaN High‐Electron‐Mobility‐Transistor for Neuromorphic Vision Sensor
title_full_unstemmed Two‐Dimensional Perovskite‐Gated AlGaN/GaN High‐Electron‐Mobility‐Transistor for Neuromorphic Vision Sensor
title_short Two‐Dimensional Perovskite‐Gated AlGaN/GaN High‐Electron‐Mobility‐Transistor for Neuromorphic Vision Sensor
title_sort two‐dimensional perovskite‐gated algan/gan high‐electron‐mobility‐transistor for neuromorphic vision sensor
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9507368/
https://www.ncbi.nlm.nih.gov/pubmed/35869612
http://dx.doi.org/10.1002/advs.202202019
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