神经形态工程学
记忆电阻器
材料科学
光电子学
突触
计算机科学
神经促进
人工智能
神经科学
人工神经网络
电子工程
工程类
心理学
兴奋性突触后电位
抑制性突触后电位
作者
Jingjuan Wang,Yiduo Shao,Changliang Li,Baoting Liu,Xiaobing Yan
摘要
Electronic synaptic devices with photoelectric sensing function are becoming increasingly important in the development of neuromorphic computing system. Here, we present a photoelectrical synaptic system based on high-quality epitaxial Ba0.6Sr0.4TiO3 (BST) films in which the resistance ramp characteristic of the device provides the possibility to simulate synaptic behavior. The memristor with the Pt/BST/Nb:SrTiO3 structure exhibits reliable I–V characteristics and adjustable resistance modulation characteristics. The device can faithfully demonstrate synaptic functions, such as potentiation and depression, spike time-dependent plasticity, and paired pulse facilitation, and the recognition accuracy of handwritten digits was as high as 92.2%. Interestingly, the functions of visual perception, visual memory, and color recognition of the human eyes have also been realized based on the device. This work will provide a strong candidate for the neuromorphic computing hardware system of photoelectric synaptic devices.
科研通智能强力驱动
Strongly Powered by AbleSci AI