Please use this identifier to cite or link to this item: https://dspace.iiti.ac.in/handle/123456789/5882
Title: Realization of synaptic learning and memory functions in Y2O3 based memristive device fabricated by dual ion beam sputtering
Authors: Mukherjee, Shaibal
Keywords: Cost effectiveness;Fabrication;Ion beams;Metal insulator boundaries;MIS devices;Neural networks;Sputtering;DIBS;Dual ion beam sputtering;Dual ion beam sputtering systems;Learning and memory functions;Memristor;Metal insulator semiconductor structures;Neuromorphic computing;synapse;Memristors
Issue Date: 2018
Publisher: Institute of Physics Publishing
Citation: Das, M., Kumar, A., Singh, R., Htay, M. T., & Mukherjee, S. (2018). Realization of synaptic learning and memory functions in Y2O3 based memristive device fabricated by dual ion beam sputtering. Nanotechnology, 29(5) doi:10.1088/1361-6528/aaa0eb
Abstract: Single synaptic device with inherent learning and memory functions is demonstrated based on a forming-free amorphous Y2O3 (yttria) memristor fabricated by dual ion beam sputtering system. Synaptic functions such as nonlinear transmission characteristics, long-term plasticity, short-term plasticity and 'learning behavior (LB)' are achieved using a single synaptic device based on cost-effective metal-insulator-semiconductor (MIS) structure. An 'LB' function is demonstrated, for the first time in the literature, for a yttria based memristor, which bears a resemblance to certain memory functions of biological systems. The realization of key synaptic functions in a cost-effective MIS structure would promote much cheaper synapse for artificial neural network. © 2018 IOP Publishing Ltd.
URI: https://doi.org/10.1088/1361-6528/aaa0eb
https://dspace.iiti.ac.in/handle/123456789/5882
ISSN: 0957-4484
Type of Material: Journal Article
Appears in Collections:Department of Electrical Engineering

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