Demonstration of Synaptic Behaviors and Resistive Switching Characterizations by Proton Exchange Reactions in Silicon Oxide

被引:79
作者
Chang, Yao-Feng [1 ]
Fowler, Burt [1 ]
Chen, Ying-Chen [1 ]
Zhou, Fei [1 ]
Pan, Chih-Hung [2 ]
Chang, Ting-Chang [2 ]
Lee, Jack C. [1 ]
机构
[1] Univ Texas Austin, Microelect Res Ctr, Austin, TX 78758 USA
[2] Natl Sun Yat Sen Univ, Dept Phys, Kaohsiung 804, Taiwan
关键词
MEMORY; TRANSITION; RESISTANCE; DEVICE;
D O I
10.1038/srep21268
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
We realize a device with biological synaptic behaviors by integrating silicon oxide (SiOx) resistive switching memory with Si diodes. Minimal synaptic power consumption due to sneak-path current is achieved and the capability for spike-induced synaptic behaviors is demonstrated, representing critical milestones for the use of SiO2-based materials in future neuromorphic computing applications. Biological synaptic behaviors such as long-term potentiation (LTP), long-term depression (LTD) and spike-timing dependent plasticity (STDP) are demonstrated systematically using a comprehensive analysis of spike-induced waveforms, and represent interesting potential applications for SiOx-based resistive switching materials. The resistive switching SET transition is modeled as hydrogen (proton) release from (SiH)(2) to generate the hydrogen bridge defect, and the RESET transition is modeled as an electrochemical reaction (proton capture) that re-forms (SiH)(2). The experimental results suggest a simple, robust approach to realize programmable neuromorphic chips compatible with large-scale CMOS manufacturing technology.
引用
收藏
页数:10
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