Transparent zinc oxide memristive crossbar structures fabrication for robotic machine vision systems

The paper demonstrates the possibility of creating a crossbar array on a glass substrate consisting of 16 ITO/ZnO/ITO memristor structures measuring 2×2 μm each for use in neuromorphic non-volatile resistive memory devices and machine vision systems. It was found that at a RF magnetron deposition power of 75 W for ZnO films, the memristor structures exhibit stable resistive switching of 20000 cycles between high-resistance (HRS = 34.82 ± 2.64 kOhm) and low-resistance (LRS = 13.81 ± 1.42 kOhm) states for all devices, while the resistance ratio in the HRS/LRS states is about 2.5. The obtained results can be used in developing technological processes for manufacturing optoelectronic memristor crossbar arrays for neuromorphic machine vision systems of robotic complexes.

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Publication Details

Published
2025-08-25
DOI
https://doi.org/10.1109/cnn67635.2025.11177514
Primary Topic
Advanced Memory and Neural Computing
Type
article
Field-Weighted Citation Impact
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article

Transparent zinc oxide memristive crossbar structures fabrication for robotic machine vision systems

N. V. Parshina, V. A. Smirnov, Zakhar Vakulov, R V Tominov et al.
Advanced Memory and Neural Computing
article

Transparent zinc oxide memristive crossbar structures fabrication for robotic machine vision systems

N. V. Parshina, V. A. Smirnov, Zakhar Vakulov, R V Tominov, Ivan A. Shikhovtsov, Aleksandr Saenko
article en

Abstract

The paper demonstrates the possibility of creating a crossbar array on a glass substrate consisting of 16 ITO/ZnO/ITO memristor structures measuring 2×2 μm each for use in neuromorphic non-volatile resistive memory devices and machine vision systems. It was found that at a RF magnetron deposition power of 75 W for ZnO films, the memristor structures exhibit stable resistive switching of 20000 cycles between high-resistance (HRS = 34.82 ± 2.64 kOhm) and low-resistance (LRS = 13.81 ± 1.42 kOhm) states for all devices, while the resistance ratio in the HRS/LRS states is about 2.5. The obtained results can be used in developing technological processes for manufacturing optoelectronic memristor crossbar arrays for neuromorphic machine vision systems of robotic complexes.

Southern Federal University (RU)
Openalex Percentile: Top 73%
Advanced Memory and Neural Computing
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