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Superionic Silver Halide Solid Electrolyte: Dielectric Property and Iontronic Memtransistor Application for Bioinspired Computing

Arka Mukherjee, Kannan Udaya Mohanan, Srikrishna Sagar, Bikas C. Das

2023Advanced Functional Materials16 citationsDOIOpen Access PDF

Abstract

Abstract Technology like high‐level parallel information processing and storage in the brain remains a dream to the researchers using conventional solid‐state electronics. Here, a robust thin film bilayer superionic dielectric of poly(ethylene oxide) (PEO) and rubidium silver iodide (RbAg 4 I 5 ) is developed to fabricate solid‐state iontronic synaptic memtransistors, which can serve as the basic building blocks for the hardware‐implementation of neuromorphic computing. X‐ray photoelectron spectroscopy and impedance measurements precisely confirm the stoichiometric composition of RbAg 4 I 5 and dielectric nature combining with a PEO layer, respectively. The superionic bilayer PEO/RbAg 4 I 5 gating effectively modulates the channel conductance analogously and displays memtransistor functionality. Interestingly, the transfer curves depict a colossal hysteresis yielding negative differential transconductance of peak‐to‐valley ratio up to 5 × 10 3 after the gate‐controlled resistive switching. Systematic electrical characterizations reveal a variety of synaptic behaviors, including the inhibitory postsynaptic current, paired‐pulse depression, and potentiation/depression curve. Finally, an artificial neural network for off‐chip digit recognition is simulated to assess the performance of the device for the neuromorphic application and achieved a test accuracy of 95.94% on the Modified National Institute of Standards and Technology dataset.

Topics & Concepts

Neuromorphic engineeringMaterials scienceFast ion conductorDewettingNanoporousOptoelectronicsNanotechnologyElectrolyteThin filmComputer scienceArtificial neural networkElectrodeChemistryPhysical chemistryMachine learningAdvanced Memory and Neural ComputingFerroelectric and Negative Capacitance DevicesTransition Metal Oxide Nanomaterials
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