材料科学
变质塑性
神经形态工程学
晶体管
光电子学
电解质
突触可塑性
纳米技术
电压
神经科学
计算机科学
电气工程
电极
化学
心理学
工程类
人工智能
生物化学
人工神经网络
物理化学
受体
作者
Yang Ming Fu,Hu Li,Long Huang,Tianye Wei,Faricha Hidayati,Aimin Song
标识
DOI:10.1002/aelm.202200463
摘要
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.
科研通智能强力驱动
Strongly Powered by AbleSci AI