光致电荷注入调制的超低功率zno /Sb2S3异质结记忆电阻器用于人工视觉痛觉和持久系统

IF 4.5 2区 化学 Q2 CHEMISTRY, PHYSICAL
Yuanhui Yang,Yuanfeng Sun,Kai Hu,Haoyuan Li,Shifu Xiong,Shixing Teng,Yuhang Wang,Chuanzhen Dong,Hongling Guo
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引用次数: 0

摘要

以感觉-记忆-计算集成为特征的仿生神经形态架构为克服传统的冯诺依曼计算瓶颈提供了一种非常有效的方法。然而,现有的光电忆阻器普遍面临静态功耗高和阵列级集成过程中电阻开关行为调制困难等挑战。本文报道了一种工作在纳米安级的超低功率Ag/PMMA/ZnO/Sb2S3/FTO异质结忆阻器。通过设计ii型ZnO/Sb2S3波段对齐并结合超薄PMMA隧道势垒,该器件实现了协同载流子调节和宽带电荷分离。值得注意的是,光照显著地将SET电压从5.0降低到2.65 V。提出了一个由光载流子注入和电场驱动动力学控制的协同开关模型来解释界面处阈值调制的机制。在功能上,该装置模拟了必要的突触可塑性,实现了一种先进的人工视觉伤害感受器,具有阈值触发、不适应和放松的特点。此外,还展示了基于仿真的时空图像处理,包括动态遗忘和视觉持久性。这项工作为超低功耗、多模态神经形态视觉硬件建立了新的机制范式,为下一代节能生物感知系统铺平了道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Photogenerated Charge Injection-Modulated Ultralow-Power ZnO/Sb2S3 Heterojunction Memristors for Artificial Visual Nociception and Persistence Systems
Abstract Bioinspired neuromorphic architectures featuring sensory-memory-computing integration offer a highly effective approach to overcoming the traditional von Neumann computing bottleneck. However, existing optoelectronic memristors universally face challenges such as high static power consumption and difficulties in modulating resistive switching behaviors during array-level integration. Here, an ultralow-power Ag/PMMA/ZnO/Sb2S3/FTO heterojunction memristor operating at the nanoampere scale is reported. By engineering a Type-II ZnO/Sb2S3 band alignment and incorporating an ultrathin PMMA tunneling barrier, the device achieves synergistic carrier regulation and broadband charge separation. Notably, light illumination significantly reduces the SET voltage from 5.0 to 2.65 V. A collaborative switching model, governed by photocarrier injection and electric-field-driven dynamics, is proposed to elucidate the mechanism of threshold modulation at the interface. Functionally, the device emulates essential synaptic plasticity and realizes an advanced artificial visual nociceptor featuring threshold-triggering, nonadaptation, and relaxation. Furthermore, simulation-based spatiotemporal image processing, including dynamic forgetting and visual persistence, is demonstrated. This work establishes a new mechanistic paradigm for ultralow-power, multimodal neuromorphic vision hardware, paving the way for next-generation energy-efficient bioinspired perception systems.
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来源期刊
The Journal of Physical Chemistry Letters
The Journal of Physical Chemistry Letters CHEMISTRY, PHYSICAL-NANOSCIENCE & NANOTECHNOLOGY
CiteScore
9.60
自引率
7.00%
发文量
1519
审稿时长
1.6 months
期刊介绍: The Journal of Physical Chemistry (JPC) Letters is devoted to reporting new and original experimental and theoretical basic research of interest to physical chemists, biophysical chemists, chemical physicists, physicists, material scientists, and engineers. An important criterion for acceptance is that the paper reports a significant scientific advance and/or physical insight such that rapid publication is essential. Two issues of JPC Letters are published each month.
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