神经形态工程学
记忆电阻器
光电子学
异质结
材料科学
计算机科学
电子工程
人工神经网络
人工智能
工程类
作者
Jiahui Zheng,Zhihao Tao,Zhuangzhuang Li,Xuanyu Shan,Jiulong Sun,Peng Li,Jiaqi Han,Ya Lin,Xiaoning Zhao,Zhongqiang Wang
标识
DOI:10.1109/led.2025.3599471
摘要
Wide-bandgap metal oxide semiconductors possess suitable characteristics for neuromorphic visual systems, including high light absorption efficiency and persistent photoconductivity. However, their limited responsivity to low-energy photons has hindered applications requiring color discrimination and multi-spectral signal processing. To address this challenge, we developed an oxygen-deficient IGZO/HfOx heterojunction memristor with multiwavelength response. The device demonstrates synaptic functionality under 350-680 nm illuminations, such as excitatory postsynaptic current, paired-pulse facilitation, and image perception-memory integration. Leveraging on the optical potentiation and electrical depression characteristics, the color image recognition has achieved 85.8% accuracy in an artificial neural network. The visible-light response of IGZO is ascribed to the oxygen defect energy levels capable of trapping photo-electrons. This work provides a viable pathway for developing high-efficiency neuromorphic vision systems using wide-bandgap oxide semiconductors with full-spectrum detection capabilities.
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