材料科学
神经形态工程学
晶体管
光电子学
突触可塑性
兴奋性突触后电位
磁滞
电压
计算机科学
神经科学
人工神经网络
电气工程
人工智能
物理
生物
工程类
量子力学
生物化学
受体
化学
抑制性突触后电位
作者
Soo-Hong Jeong,Se‐Young Oh,Ojun Kwon,Do Hyeong Kim,Hyun Young Seo,Woojin Park,Byungjin Cho
出处
期刊:Nanotechnology
[IOP Publishing]
日期:2023-12-13
卷期号:35 (11): 115202-115202
标识
DOI:10.1088/1361-6528/ad1540
摘要
Abstract We demonstrate an InGaZnO (IGZO)-based synaptic transistor with a TiO 2 buffer layer. The structure of the synaptic transistor with TiO 2 inserted between the Ti metal electrode and an IGZO semiconductor channel O 2 trapping layer produces a large hysteresis window, which is crucial for achieving synaptic functionality. The Ti/TiO 2 /IGZO synaptic transistor exhibits reliable synaptic plasticity features such as excitatory post-synaptic current, paired-pulse facilitation, and potentiation and depression, originating from the reversible charge trapping and detrapping in the TiO 2 layer. Finally, the pattern recognition accuracy of Modified National Institute of Standards and Technology handwritten digit images was modeled using CrossSim simulation software. The simulation results present a high image recognition accuracy of ∼89%. Therefore, this simple approach using an oxide buffer layer can aid the implementation of high-performance synaptic devices for neuromorphic computing systems.
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