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

We realize a device with biological synaptic behaviors by integrating silicon oxide (SiO x ) 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 criti...

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Veröffentlicht in:Scientific reports 2016-02, Vol.6 (1), p.21268-21268, Article 21268
Hauptverfasser: Chang, Yao-Feng, Fowler, Burt, Chen, Ying-Chen, Zhou, Fei, Pan, Chih-Hung, Chang, Ting-Chang, Lee, Jack C.
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container_title Scientific reports
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creator Chang, Yao-Feng
Fowler, Burt
Chen, Ying-Chen
Zhou, Fei
Pan, Chih-Hung
Chang, Ting-Chang
Lee, Jack C.
description We realize a device with biological synaptic behaviors by integrating silicon oxide (SiO x ) 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 SiO 2 –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 SiO x -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.
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subjects 140/146
639/301/1005/1007
639/925/927/1007
Biochips
Chemical vapor deposition
CMOS
Diodes
Electrodes
Firing pattern
Humanities and Social Sciences
Hydrogen
Long-term depression
Long-term potentiation
Metal oxides
multidisciplinary
Random access memory
Science
Semiconductors
Silicon
Silicon oxide
title Demonstration of Synaptic Behaviors and Resistive Switching Characterizations by Proton Exchange Reactions in Silicon Oxide
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