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Updated: Jul 14, 2026

In Situ Transmission Electron Microscopy with Biasing and Fabrication of Asymmetric Crossbars Based on Mixed-Phased a-VOx
Published on: May 13, 2020
Anisotropic Memristive Switching in NbOCl2 Enabled by Directional Oxygen Ion Migration
Caokun Wang1, Yun Ji1, Sanchali Mitra2
1Department of Electrical and Computer Engineering, National University of Singapore, 4 Engineering Drive 3, Singapore, Singapore.
Abstract:
Directional ion transport in anisotropic two-dimensional (2D) materials provides a powerful yet underexplored pathway for engineering memristive functionalities. Here, we demonstrate strongly orientation-dependent memristive switching in layered NbOCl2 lateral devices, where resistive switching occurs exclusively along the in-plane c-axis, while devices aligned along the b-axis exhibit no hysteresis. The c-axis devices show forming-free volatile memristive behavior with a stable on/off ratio and cycle-to-cycle reproducibility. Combined experiments and first-principles calculations reveal that the anisotropic switching originates from direction-dependent oxygen-ion migration and vacancy propagation, which modulate the Schottky barrier at the Pd/NbOCl2 interface. The resulting ion-driven barrier modulation enables key synaptic functions, including excitatory postsynaptic current, paired-pulse facilitation, spike-rate-dependent plasticity, and spike-amplitude-dependent plasticity, demonstrating short-term synaptic plasticity. Leveraging the intrinsic nonlinear and self-relaxation dynamics, the NbOCl2 memristor is further implemented as a physical reservoir, achieving 94.3% accuracy in handwritten digit recognition using the MNIST dataset. These results reveal NbOCl2 as a promising anisotropic memristive material and highlight directional ion migration in 2D systems as a versatile strategy for neuromorphic hardware and reservoir computing applications.
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