journal article·2023-07-25

Experimental Validation of Switching Dependence of Nanoscale Y2O3 Memristors on Electrode Symmetry via Physical Electrothermal Modeling

Mohit Kumar Gautam, Sanjay Kumar, Sumit Chaudhary, Lokesh Kumar Hindoliya, Dhananjay D. Kumbhar, Jun Hong Park, Myo Than Htay, Shaibal Mukherjee

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Abstract

In this work, the impact of symmetric and asymmetric electrodes on the resistive switching (RS) behavior of the nanoscale Y 2 O 3 -based memristor is investigated with experiments. In addition, the extracted switching parameters are validated with systemic modeling. Memristor growth is deployed by utilizing a dual ion beam sputtering (DIBS) system, and simulation is carried out in a semiconductor physics-based tool, i.e., COMSOL Multiphysics with a defined MATLAB script. The performed simulation work is based on the minimum free energy of the used materials at an applied certain voltage. The simulated results exhibit a stable pinched hysteresis loop in the RS responses either in symmetric or asymmetric electrode combinations with an efficient ON/OFF current ratio and show a close match with the experimental results. Moreover, the simulated devices show synaptic plasticity functionalities in terms of potentiation and depression processes with an almost ideal linearity factor for both electrode combinations similar to the realistic experimental data. Therefore, the present work efficiently depicts the suitability of the electrode material with the Y 2 O 3 switching layer to enhance electrical performance to integrate into the artificial synapse and neuromorphic computations.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Advanced Memory and Neural Computing · Neuroscience and Neural Engineering · Ferroelectric and Negative Capacitance Devices

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

Affiliations

Hybrid Nanodevice Research Group (HNRG), Department of Electrical Engineering, Indian Institute of Technology Indore, Simrol, Madhya Pradesh 453552, India

School of Engineering, University of Edinburgh, Edinburgh EH8 9YL, Scotland, U.K.

Department of Materials Engineering and Convergence Technology, Gyeongsang National University, Jinju, Gyeongsangnam-do 52828, Republic of Korea

Department of Electrical and Computer Engineering, Shinshu University, Nagano 380-8553, Japan

Centre for Advanced Electronics (CAE), Indian Institute of Technology Indore, Simrol, Madhya Pradesh 453552, India

School of Engineering, RMIT University, Melbourne, Victoria 3001, Australia

Funding

Council of Scientific and Industrial Research, India · Department of Science and Technology, Ministry of Science and Technology, India · Japan Society for the Promotion of Science

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