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采用多级超快速三维集成钙钛矿纳米线阵列进行图像处理。

Image processing with a multi-level ultra-fast three dimensionally integrated perovskite nanowire array.

作者信息

Poddar Swapnadeep, Zhang Yuting, Chen Zhesi, Ma Zichao, Fu Yu, Ding Yucheng, Chan Chak Lam Jonathan, Zhang Qianpeng, Zhang Daquan, Song Zhitang, Fan Zhiyong

机构信息

Department of Electronic & Computer Engineering, The Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong SAR, China.

State Key Laboratory of Functional Materials for Informatics, Shanghai Institute of Micro-system and Information Technology, Chinese Academy of Sciences, Shanghai, 200050, China.

出版信息

Nanoscale Horiz. 2022 Jun 27;7(7):759-769. doi: 10.1039/d2nh00183g.

Abstract

Besides its ubiquitous applications in optoelectronics, halide-perovskites (HPs) have also carved a niche in the domain of resistive switching memories (Re-RAMs). However owing to the material and electrical instability challenges faced by HP thin-films, rarely perovskite Re-RAMs are used to experimentally demonstrate data processing which is a fundamental requirement for neuromorphic applications. Here, for the first time, lead-free, ultrahigh density HP nanowire (NW) array Re-RAM has been utilized to demonstrate image processing design of convolutional kernels. The devices exhibited superior switching characteristics including a high endurance of 5 × 10 cycles, an ultra-fast erasing and writing speed of 900 ps and 2 ns, respectively, and a retention time >5 × 10 s for the resistances. The work is bolstered by an in-depth mechanistic study and first-principles simulations which provide evidence of electrochemical metallization triggering the switching. Employing the robust multi-level switching behaviour, image processing functions of embossing, outlining and sharpening were successfully implemented.

摘要

除了在光电子学中的广泛应用外,卤化物钙钛矿(HPs)在电阻式开关存储器(Re-RAMs)领域也占据了一席之地。然而,由于HP薄膜面临材料和电气稳定性挑战,很少有钙钛矿Re-RAMs被用于实验性地演示数据处理,而数据处理是神经形态应用的基本要求。在此,首次利用无铅、超高密度HP纳米线(NW)阵列Re-RAM来演示卷积核的图像处理设计。这些器件表现出优异的开关特性,包括5×10个周期的高耐久性、分别为900 ps和2 ns的超快擦除和写入速度,以及电阻的保留时间>5×10 s。这项工作得到了深入的机理研究和第一性原理模拟的支持,这些研究和模拟提供了电化学金属化触发开关的证据。利用强大的多级开关行为,成功实现了压花、轮廓和锐化等图像处理功能。

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