Advanced synaptic devices and their applications in biomimetic sensory neural system
作者机构:School of Electronic Science and EngineeringNanjing University210093NanjingChina School of Microelectronics and Control EngineeringChangzhou University213164ChangzhouChina School of Computer Sci-ence and EngineeringMacao University of Science and Technology
出 版 物:《Chip》 (芯片(英文))
年 卷 期:2023年第2卷第1期
页 面:1-22页
核心收录:
学科分类:0711[理学-系统科学] 07[理学] 08[工学] 081101[工学-控制理论与控制工程] 0811[工学-控制科学与工程] 071102[理学-系统分析与集成] 081103[工学-系统工程]
基 金:This work was supported by the National Key Research and Development Program of China(2021YFA1401103) the National Natu-ral Science Foundation of China(61825403,61921005,and 61674078) the Priority Academic Program Development of Jiangsu Higher Education Insti-tutions.The Postgraduate Research&Innovation Program of Jiangsu Province(KYCX21_0049 to J.-H.Z.)
主 题:Artificial synapse Biomimetic sensory neural system Memristor Synaptic transistor
摘 要:Human nervous system,which is composed of neuron and synapse networks,is capable of processing information in a plastic,dataparallel,fault-tolerant,and energy-efficient *** by the ingenious working mechanism of this miraculous biological data processing system,scientists have been devoting great efforts to ar-tificial neural systems based on synaptic devices in recent *** continuous development of bioinspired sensors and synaptic devices in recent years have made it possible that artificial sensory neural systems are capable of capturing and processing stimuli informa-tion in real *** progress of biomimetic sensory neural systems could provide new methods for next-generation humanoid robotics,human-machine interfaces,and other frontier ***,this review summarized the recent progress of synaptic devices and biomimetic sensory neural ***,the opportunities and remaining challenges in the further development of biomimetic sensory neural systems were also outlined.