Litcius/Paper detail

Sputtered Electrolyte‐Gated Transistor with Modulated Metaplasticity Behaviors

Yang Ming Fu, Hu Li, Long Huang, Tianye Wei, Faricha Hidayati, Aimin Song

2022Advanced Electronic Materials20 citationsDOIOpen Access PDF

Abstract

Abstract Electrolyte‐gated transistors have been proposed as promising candidates for neuromorphic applications. Synaptic plasticity behaviors and most recently synaptic metaplasticity or plasticity of plasticity behaviors have been mimicked on electrolyte‐gated transistors. In this work, indium‐gallium‐zinc‐oxide thin‐film transistors gated with sputtered SiO 2 electrolytes are fabricated. Both spiking‐width‐dependent and spiking‐height‐dependent metaplasticity behaviors are successfully mimicked. The effects are modulated by the drain voltage bias. A physical model based on the electric‐double‐layer coupling, the RC circuit theory, and the stretched‐exponential diffusion is proposed for the metaplasticity behaviors. The experiment data have been well fitted by the proposed model. Meanwhile, the Bienenstock, Cooper, and Munro learning rule, which describes the threshold‐tunable, spiking‐rate‐dependent plasticity behaviors, is also successfully emulated, providing insight into the synaptic metaplasticity behaviors in electrolyte‐gated synaptic transistors.

Topics & Concepts

Materials scienceMetaplasticityNeuromorphic engineeringTransistorOptoelectronicsElectrolyteSynaptic plasticityNanotechnologyVoltageNeuroscienceComputer scienceElectrical engineeringElectrodeChemistryPsychologyEngineeringArtificial intelligenceBiochemistryArtificial neural networkPhysical chemistryReceptorAdvanced Memory and Neural ComputingNeuroscience and Neural EngineeringNeural dynamics and brain function