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一种能够感知紫外线、近红外可见切换式可塑性调制以及运动状态监测的人工神经帽。

An Artificial Nerve Capable of UV-Perception, NIR-Vis Switchable Plasticity Modulation, and Motion State Monitoring.

机构信息

Institute of Photoelectronic Thin Film Devices and Technology of Nankai University, Tianjin, 300350, P. R. China.

Key Laboratory of Optoelectronic Thin Film Devices and Technology of Tianjin, Tianjin, 300350, P. R. China.

出版信息

Adv Sci (Weinh). 2022 Jan;9(1):e2102036. doi: 10.1002/advs.202102036. Epub 2021 Oct 29.

Abstract

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.

摘要

首次展示了一种可感知宽带光(包括近紫外光、可见光和近红外光)并处理多路神经传输信号的柔性有机-杂化神经形态晶体管(OHNT)。对于紫外光感知,演示了每突触事件低至 536 aJ 的电能消耗,比当前的紫外光敏感突触器件至少低一个数量级。对于近红外光和可见光感知,通过交替光源实现了可切换的可塑性,用于识别和记忆。该器件模拟了不同神经递质(如多巴胺和去甲肾上腺素)的多路神经化学转变,形成短期和长期反应。这些有助于首次使用突触硬件实现人体综合运动状态监测和处理,然后用于人体运动的实时心脏监测。通过人工神经网络实现了 96%的运动状态分析准确率。这项工作为未来的生物医学电子学和神经假体提供了重要支持。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c980/8728819/2a165472ad90/ADVS-9-2102036-g001.jpg

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