journal article·2026-01-05Open access

In Situ Scanning Transmission Electron Microscopy/Transmission Electron Microscopy Study of Defect-Driven Ag Ion Dynamics and Filament Evolution in CuO Nanowire-Based Memristors

Ching-Heng Hung, Chong-Chi Chi, Kai-Yuan Hsiao, Ming-Yen Lu

Abstract

High Resolution Image Download MS PowerPoint Slide Memristor-based technologies are pivotal for advancing in-memory computing and neuromorphic systems, addressing the von Neumann bottleneck by enabling low-power, high-density data storage. This study investigates the resistive switching (RS) behavior of p-type CuO nanowires (NWs) synthesized via thermal oxidation of a Cu foam integrated with Ag (active) and Au (inert) electrodes. In situ transmission electron microscopy (TEM) and scanning TEM (STEM) reveal the dynamic formation and dissolution of Ag-based conductive filaments under an electrical bias, driven by electrochemical metallization (ECM). The CuO NWs exhibit unique axial planar defects that facilitate Ag + ion migration and nucleation, enhancing RS performance. Electrical measurements demonstrate volatile and nonvolatile switching transitions modulated by compliance current, with asymmetric Ag/CuO NW/Au devices showing diode-like behavior due to Schottky barrier modulation. Conduction mechanisms, including Schottky emission, space-charge-limited current, and Poole–Frenkel emission, are elucidated, transitioning to ohmic conduction in the low-resistance state. These findings provide critical insights into defect-mediated filament dynamics and electrode-dependent RS mechanisms, advancing the development of CuO NW-based memristors for next-generation neuromorphic computing applications.
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Research context

OpenAlex topics: Advanced Memory and Neural Computing · Copper-based nanomaterials and applications · Transition Metal Oxide Nanomaterials

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Department of Materials Science and Engineering

National Tsing Hua University

Instrumentation Center

Funding

National Science and Technology Council

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