Multifunctional Nanoionic Devices Enabling Simultaneous Heterosynaptic Plasticity and Efficient In-Memory Boolean Logic | |
Yang, Yuchao ; Yin, Minghui ; Yu, Zhizhen ; Wang, Zongwei ; Zhang, Teng ; Cai, Yimao ; Lu, Wei D. ; Huang, Ru | |
刊名 | ADVANCED ELECTRONIC MATERIALS |
2017 | |
关键词 | heterosynaptic plasticity logic in memory multifunctionality neuromorphic computing synaptic kinetics MEMRISTIVE DEVICES NEUROMORPHIC SYSTEMS RESISTIVE SWITCHES OXIDE MEMRISTORS DYNAMICS SYNAPSE NETWORK |
DOI | 10.1002/aelm.201700032 |
英文摘要 | The development of smart, scalable, and power efficient computers relies on innovative technologies that can distribute memory alongside processing, such as emerging neuromorphic computing and in-memory logic technologies. Here, a type of vertical 3-terminal oxide based nanoionic device capable of implementing heterosynaptic plasticity and nonvolatile Boolean logic simultaneously is demonstrated. The heterosynaptic plasticity endows the devices with facilely tunable synaptic kinetics via tailoring modulatory signals, which is shown to be crucial for achieving optimized learning scheme, therefore offering promising building blocks for neuromorphic computing. Furthermore, it is demonstrated that these heterosynaptic devices can simultaneously be utilized to implement nonvolatile Boolean logic with improved efficiency compared with existing approaches, therefore implying in-memory computing potentialities. The heterosynaptic devices with such multifunctionality thus hold great potential for next-generation non-von Neumann computing applications.; National Key Research and Development Program of China; National Natural Science Foundation of China [61674006, 61421005, 61376087, 61574007]; Beijing Municipal Science and Technology Commission Program [Z161100000216148]; "1000 Youth Talents Program" of China; SCI(E); ARTICLE; 7; 3 |
语种 | 英语 |
内容类型 | 期刊论文 |
源URL | [http://ir.pku.edu.cn/handle/20.500.11897/472425] |
专题 | 信息科学技术学院 |
推荐引用方式 GB/T 7714 | Yang, Yuchao,Yin, Minghui,Yu, Zhizhen,et al. Multifunctional Nanoionic Devices Enabling Simultaneous Heterosynaptic Plasticity and Efficient In-Memory Boolean Logic[J]. ADVANCED ELECTRONIC MATERIALS,2017. |
APA | Yang, Yuchao.,Yin, Minghui.,Yu, Zhizhen.,Wang, Zongwei.,Zhang, Teng.,...&Huang, Ru.(2017).Multifunctional Nanoionic Devices Enabling Simultaneous Heterosynaptic Plasticity and Efficient In-Memory Boolean Logic.ADVANCED ELECTRONIC MATERIALS. |
MLA | Yang, Yuchao,et al."Multifunctional Nanoionic Devices Enabling Simultaneous Heterosynaptic Plasticity and Efficient In-Memory Boolean Logic".ADVANCED ELECTRONIC MATERIALS (2017). |
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