神经形态工程学
材料科学
晶体管
计算机科学
光电子学
突触可塑性
电压
电气工程
化学
人工智能
人工神经网络
工程类
生物化学
受体
作者
Chenxing Jin,Wanrong Liu,Yulong Huang,Yunchao Xu,Yiling Nie,Gengming Zhang,Pei He,Jia Sun,Junliang Yang
摘要
With the development of neuromorphic electronics, much effort has been devoted to the design and manufacture of synaptic electronic devices with large scale and cost-efficient. In this paper, an In2O3 synaptic transistor array gated by screen-printed ion-gel was demonstrated. Due to the ion-gel/Al2O3 stacked gate dielectric, all devices on the array achieved a large hysteresis window of >1 V, a steep back sweep subthreshold swing of <60 mV/decade, and a nonvolatile memory behavior, showing that the screen-printed ion-gel has satisfactory uniformity in large scale. In addition, short-term to long-term plasticity, paired-pulse facilitation, and spike-rate-dependent plasticity are simulated. Based on the plasticity regulated with the spike frequency, a high-pass filter was realized. Flash memory as a special memory model in the nervous system has been simulated in the array. This study provides a unique platform for designing high-performance, repeatable, and stable artificial synapses for the neuromorphic system.
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