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 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | 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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ISSN: | 2045-2322 2045-2322 |
DOI: | 10.1038/srep21268 |