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基于自供电光电子忆阻器和阈值开关存储器的生物启发式自适应神经元用于神经形态视觉系统

Bioinspired Adaptive Neuron Enabled by Self-powered Optoelectronic Memristor and Threshold Switching Memory for Neuromorphic Visual System.

作者信息

Cheng Yankun, Zhang Junchao, Lin Ya, Wang Zhongqiang, Shan Xuanyu, Tao Ye, Zhao Xiaoning, Xu Haiyang, Liu Yichun

机构信息

Key Laboratory for UV Light-Emitting Materials and Technology (Northeast Normal University), Ministry of Education, 5268 Renmin Street, Changchun, 130024, P. R. China.

出版信息

Adv Sci (Weinh). 2025 Jun;12(22):e2417461. doi: 10.1002/advs.202417461. Epub 2025 Apr 7.

DOI:10.1002/advs.202417461
PMID:40192159
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12165122/
Abstract

Visual adaptation allows organisms to effectively analyze visual information in varying light conditions by autonomously adjusting photosensitivity, which is essential for the visual system to perform accurate perception in complex environments. In order to realistically implement the functionality of the visual system, the exploration of bioinspired electronics with adaptive capability is highly desired. Herein, a self-powered optoelectronic memristor based on ZnO/WO heterojunction is developed, which can exhibit the visual adaptation functions of desensitization and Weber's law. These functions are achieved through the coupling of the photovoltaic effect with electron trapping in the space charge region of the heterojunction. Furthermore, a bioinspired visual adaptive neuron has been constructed, comprising an optoelectronic memristor and a NbO-based threshold switching memory, capable of directly converting constant light stimuli into dynamic spike trains. Finally, the adaptive image preprocessing is realized, which promotes the improvement of the object recognition accuracy during the overexposed image recognition process. This study offers a novel approach to developing biologically plausible visual adaptation, fostering the future progress of dynamic neuromorphic visual systems.

摘要

视觉适应使生物体能够通过自主调节光敏性,在不同光照条件下有效地分析视觉信息,这对于视觉系统在复杂环境中进行准确感知至关重要。为了切实实现视觉系统的功能,人们迫切希望探索具有自适应能力的仿生电子器件。在此,开发了一种基于ZnO/WO异质结的自供电光电忆阻器,它能够展现出脱敏和韦伯定律等视觉适应功能。这些功能是通过异质结空间电荷区中光伏效应与电子俘获的耦合来实现的。此外,构建了一种仿生视觉自适应神经元,它由一个光电忆阻器和一个基于NbO的阈值开关存储器组成,能够将恒定光刺激直接转换为动态脉冲序列。最后,实现了自适应图像预处理,这促进了过曝光图像识别过程中目标识别准确率的提高。这项研究为开发具有生物学合理性的视觉适应提供了一种新方法,推动了动态神经形态视觉系统的未来发展。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/db52/12165122/3046c76a5b28/ADVS-12-2417461-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/db52/12165122/939c9bda63e5/ADVS-12-2417461-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/db52/12165122/d25622e489bd/ADVS-12-2417461-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/db52/12165122/b4c6ccb8f85c/ADVS-12-2417461-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/db52/12165122/476232a9bed6/ADVS-12-2417461-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/db52/12165122/3046c76a5b28/ADVS-12-2417461-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/db52/12165122/939c9bda63e5/ADVS-12-2417461-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/db52/12165122/d25622e489bd/ADVS-12-2417461-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/db52/12165122/b4c6ccb8f85c/ADVS-12-2417461-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/db52/12165122/476232a9bed6/ADVS-12-2417461-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/db52/12165122/3046c76a5b28/ADVS-12-2417461-g002.jpg

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本文引用的文献

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2
IGZO/WO-Heterostructured Artificial Optoelectronic Synaptic Devices Mimicking Image Segmentation and Motion Capture.模仿图像分割与运动捕捉的铟镓锌氧化物/氧化钨异质结构人工光电突触器件
Small. 2024 Jul;20(27):e2309857. doi: 10.1002/smll.202309857. Epub 2024 Jan 23.
3
Self-powered and broadband opto-sensor with bionic visual adaptation function based on multilayer γ-InSe flakes.
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Light Sci Appl. 2023 Jul 24;12(1):180. doi: 10.1038/s41377-023-01223-1.
4
Vertically integrated spiking cone photoreceptor arrays for color perception.用于颜色感知的垂直集成的尖峰锥形光感受器阵列。
Nat Commun. 2023 Jun 10;14(1):3444. doi: 10.1038/s41467-023-39143-8.
5
Porous Metal-Organic Framework/ReS Heterojunction Phototransistor for Polarization-Sensitive Visual Adaptation Emulation.多孔金属-有机骨架/ReS 异质结光晶体管用于偏振敏感视觉适应模拟。
Adv Mater. 2023 Jun;35(26):e2212118. doi: 10.1002/adma.202212118. Epub 2023 May 11.
6
Doppler Frequency-Shift Information Processing in WO -Based Memristive Synapse for Auditory Motion Perception.基于 WO 的忆阻器突触中的多普勒频移信息处理用于听觉运动感知。
Adv Sci (Weinh). 2023 May;10(13):e2300030. doi: 10.1002/advs.202300030. Epub 2023 Mar 2.
7
Adaptive coding across visual features during free-viewing and fixation conditions.在自由观看和注视条件下跨视觉特征的自适应编码。
Nat Commun. 2023 Jan 6;14(1):87. doi: 10.1038/s41467-022-35656-w.
8
A calibratable sensory neuron based on epitaxial VO for spike-based neuromorphic multisensory system.基于外延 VO 的可校准感觉神经元用于基于尖峰的神经形态多感觉系统。
Nat Commun. 2022 Jul 8;13(1):3973. doi: 10.1038/s41467-022-31747-w.
9
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Adv Mater. 2022 Dec;34(48):e2202535. doi: 10.1002/adma.202202535. Epub 2022 Jul 3.
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A Heterogeneously Integrated Spiking Neuron Array for Multimode-Fused Perception and Object Classification.用于多模式融合感知和目标分类的异质集成 Spike 神经元阵列。
Adv Mater. 2022 Jun;34(24):e2200481. doi: 10.1002/adma.202200481. Epub 2022 May 13.