journal article·2023-11-24Open access

Quantum Transport Properties of Nanosized Ta2O5 Resistive Switches: Variable Transmission Atomic Synapses for Neuromorphic Electronics

Tímea Nóra Török, Péter Makk, Zoltán Balogh, Miklós Csontos, András Halbritter

ACS Applied Nano Materials· Volume 6· Issue 22

Abstract

High Resolution Image Download MS PowerPoint Slide Filamentary resistive switching (RS) devices are not only considered as promising building blocks for brain-inspired computing architectures but also realize an unprecedented operation regime where the active device volume reaches truly atomic dimensions. Such atomically sized RS filaments represent the quantum transport regime, where the transmission eigenvalues of the conductance channels are considered a specific device fingerprint. Here, we gain insight into the quantum transmission properties of close-to-atomic-sized RS filaments formed across an insulating Ta 2 O 5 layer through superconducting subgap spectroscopy. This method reveals the transmission density function of the open conduction channels contributing to the device’s conductance. Our analysis confirms the formation of truly atomic-sized filaments composed of 3–8 Ta atoms at their narrowest cross-section. We find that this diameter remains unchanged upon RS. Instead, the switching is governed by the redistribution of oxygen vacancies or tantalum cations within the filamentary volume. The set/reset process results in the reduction/formation of an extended barrier at the bottleneck of the filament, which enhances/reduces the transmission of the highly open conduction channels. This transmission variability facilitates neuromorphic electronic applications in nanosized artificial synapses reaching the ultimate atomic scale.
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Research context

OpenAlex topics: Advanced Memory and Neural Computing · Ferroelectric and Negative Capacitance Devices · Semiconductor materials and devices

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

Affiliations

Department of Physics, Institute of Physics, Budapest University of Technology and Economics, Műegyetem rkp. 3, H-1111 Budapest, Hungary

Institute of Technical Physics and Materials Science, HUN-REN Centre for Energy Research, Konkoly-Thege M. út 29-33, 1121 Budapest, Hungary

MTA-BME Correlated van der Waals Structures Momentum Research Group, Műegyetem rkp. 3, H-1111 Budapest, Hungary

HUN-REN-BME Condensed Matter Research Group, Műegyetem rkp. 3, H-1111 Budapest, Hungary

Institute of Electromagnetic Fields, ETH Zurich, Gloriastrasse 35, 8092 Zurich, Switzerland

Funding

Magyar Tudom?nyos Akad?mia · European Regional Development Fund · Ministry of Culture and Innovation and the National Research, Development and Innovation Office · Ministry of Culture and Innovation of Hungary from the National Research, Development and Innovation Fund

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