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An Artificial Nerve Capable of UV‐Perception, NIR–Vis Switchable Plasticity Modulation, and Motion State Monitoring
The first flexible organic‐heterojunction neuromorphic transistor (OHNT) that senses broadband light, including near‐ultraviolet (NUV), visible (vis), and near‐infrared (NIR), and processes multiplexed‐neurotransmission signals is demonstrated. For UV perception, electrical energy consumption down t...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8728819/ https://www.ncbi.nlm.nih.gov/pubmed/34716679 http://dx.doi.org/10.1002/advs.202102036 |
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author | Ni, Yao Feng, Jiulong Liu, Jiaqi Yu, Hang Wei, Huanhuan Du, Yi Liu, Lu Sun, Lin Zhou, Jianlin Xu, Wentao |
author_facet | Ni, Yao Feng, Jiulong Liu, Jiaqi Yu, Hang Wei, Huanhuan Du, Yi Liu, Lu Sun, Lin Zhou, Jianlin Xu, Wentao |
author_sort | Ni, Yao |
collection | PubMed |
description | The first flexible organic‐heterojunction neuromorphic transistor (OHNT) that senses broadband light, including near‐ultraviolet (NUV), visible (vis), and near‐infrared (NIR), and processes multiplexed‐neurotransmission signals is demonstrated. For UV perception, electrical energy consumption down to 536 aJ per synaptic event is demonstrated, at least one order of magnitude lower than current UV‐sensitive synaptic devices. For NIR‐ and vis‐perception, switchable plasticity by alternating light sources is yielded for recognition and memory. The device emulates multiplexed neurochemical transition of different neurotransmitters such as dopamine and noradrenaline to form short‐term and long‐term responses. These facilitate the first realization of human‐integrated motion state monitoring and processing using a synaptic hardware, which is then used for real‐time heart monitoring of human movement. Motion state analysis with the 96% accuracy is then achieved by artificial neural network. This work provides important support to future biomedical electronics and neural prostheses. |
format | Online Article Text |
id | pubmed-8728819 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-87288192022-01-11 An Artificial Nerve Capable of UV‐Perception, NIR–Vis Switchable Plasticity Modulation, and Motion State Monitoring Ni, Yao Feng, Jiulong Liu, Jiaqi Yu, Hang Wei, Huanhuan Du, Yi Liu, Lu Sun, Lin Zhou, Jianlin Xu, Wentao Adv Sci (Weinh) Research Articles The first flexible organic‐heterojunction neuromorphic transistor (OHNT) that senses broadband light, including near‐ultraviolet (NUV), visible (vis), and near‐infrared (NIR), and processes multiplexed‐neurotransmission signals is demonstrated. For UV perception, electrical energy consumption down to 536 aJ per synaptic event is demonstrated, at least one order of magnitude lower than current UV‐sensitive synaptic devices. For NIR‐ and vis‐perception, switchable plasticity by alternating light sources is yielded for recognition and memory. The device emulates multiplexed neurochemical transition of different neurotransmitters such as dopamine and noradrenaline to form short‐term and long‐term responses. These facilitate the first realization of human‐integrated motion state monitoring and processing using a synaptic hardware, which is then used for real‐time heart monitoring of human movement. Motion state analysis with the 96% accuracy is then achieved by artificial neural network. This work provides important support to future biomedical electronics and neural prostheses. John Wiley and Sons Inc. 2021-10-29 /pmc/articles/PMC8728819/ /pubmed/34716679 http://dx.doi.org/10.1002/advs.202102036 Text en © 2021 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 Ni, Yao Feng, Jiulong Liu, Jiaqi Yu, Hang Wei, Huanhuan Du, Yi Liu, Lu Sun, Lin Zhou, Jianlin Xu, Wentao An Artificial Nerve Capable of UV‐Perception, NIR–Vis Switchable Plasticity Modulation, and Motion State Monitoring |
title | An Artificial Nerve Capable of UV‐Perception, NIR–Vis Switchable Plasticity Modulation, and Motion State Monitoring |
title_full | An Artificial Nerve Capable of UV‐Perception, NIR–Vis Switchable Plasticity Modulation, and Motion State Monitoring |
title_fullStr | An Artificial Nerve Capable of UV‐Perception, NIR–Vis Switchable Plasticity Modulation, and Motion State Monitoring |
title_full_unstemmed | An Artificial Nerve Capable of UV‐Perception, NIR–Vis Switchable Plasticity Modulation, and Motion State Monitoring |
title_short | An Artificial Nerve Capable of UV‐Perception, NIR–Vis Switchable Plasticity Modulation, and Motion State Monitoring |
title_sort | artificial nerve capable of uv‐perception, nir–vis switchable plasticity modulation, and motion state monitoring |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8728819/ https://www.ncbi.nlm.nih.gov/pubmed/34716679 http://dx.doi.org/10.1002/advs.202102036 |
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