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用于静态和动态图像感知的具有双向光响应的超弱光调制异质结构

Ultraweak light-modulated heterostructure with bidirectional photoresponse for static and dynamic image perception.

作者信息

Han Xun, Tao Juan, Liang Yegang, Guo Feng, Xu Zhangsheng, Wu Wenqiang, Tong Jiahui, Chen Mengxiao, Pan Caofeng, Hao Jianhua

机构信息

Department of Applied Physics, The Hong Kong Polytechnic University, Hong Kong, 999077, P. R. China.

Jiashan Fudan Institute, Jiaxing, 314110, P. R. China.

出版信息

Nat Commun. 2024 Nov 30;15(1):10430. doi: 10.1038/s41467-024-54845-3.

Abstract

The human visual system's adaptability to varying brightness levels has inspired the development of optoelectronic neuromorphic devices. However, achieving bidirectional photoresponse, essential for mimicking these functions, often requires high operation voltages or high light intensities. Here, we propose a bidirectional ZnO/CsPbBr heterostructure based neuromorphic image sensor array (10 × 10 pixels) capable of ultraweak light stimulation. The device demonstrates positive and negative photoconductivity through the ionization and deionization of oxygen vacancies in the ZnO channel, extendable to other ZnO/perovskites and IGZO/perovskites heterostructures. Operating at a reduced bias voltage of 2.0 V, the array achieves synaptic weight updates under green (525 nm) and UV (365 nm) light with light intensities ranging from as low as 45 nW/cm² to 15.69 mW/cm², mimicking basic synaptic functions and visual adaptation. It performs multiple image pre-processing tasks, including background denoising and encoding spatiotemporal motion, achieving 92% accuracy in pattern recognition and 100% accuracy in motion clustering. This straightforward strategy highlights a potential for intelligent visual systems capable of real-time image processing under low voltage and dark conditions.

摘要

人类视觉系统对不同亮度水平的适应性激发了光电神经形态器件的发展。然而,实现双向光响应(这对于模仿这些功能至关重要)通常需要高工作电压或高光强度。在此,我们提出一种基于双向ZnO/CsPbBr异质结构的神经形态图像传感器阵列(10×10像素),其能够进行超弱光刺激。该器件通过ZnO通道中氧空位的电离和去电离表现出正光电导率和负光电导率,这一特性可扩展到其他ZnO/钙钛矿和IGZO/钙钛矿异质结构。该阵列在2.0 V的降低偏置电压下工作,在绿光(525 nm)和紫外光(365 nm)下,光强度范围从低至45 nW/cm²到15.69 mW/cm²时实现突触权重更新,模仿了基本的突触功能和视觉适应。它执行多种图像预处理任务,包括背景去噪和时空运动编码,在模式识别中实现了92%的准确率,在运动聚类中实现了100%的准确率。这种直接的策略突出了智能视觉系统在低电压和黑暗条件下进行实时图像处理的潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f37b/11608218/b7cc5f28fa35/41467_2024_54845_Fig1_HTML.jpg

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