Memristive learning and memory functions in polyvinyl alcohol polymer memristors

Polymer based memristive devices can offer simplicity in fabrication and at the same time promise functionalities for artificial neural applications. In this work, inherent learning and memory functions have been achieved in polymer memristive devices employing Polyvinyl Alcohol. The change in condu...

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Veröffentlicht in:AIP advances 2014-07, Vol.4 (7), p.077105-077105-6
Hauptverfasser: Lei, Yan, Liu, Yi, Xia, Yidong, Gao, Xu, Xu, Bo, Wang, Suidong, Yin, Jiang, Liu, Zhiguo
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Sprache:eng
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Zusammenfassung:Polymer based memristive devices can offer simplicity in fabrication and at the same time promise functionalities for artificial neural applications. In this work, inherent learning and memory functions have been achieved in polymer memristive devices employing Polyvinyl Alcohol. The change in conduction in such polymer devices strongly depends on the pulse amplitude, duration and time interval. Through repetitive stimuli training, temporary short-term memory can transfer into consolidated long-term memory. These behaviors bear remarkable similarities to certain learning and memory functions of biological systems.
ISSN:2158-3226
2158-3226
DOI:10.1063/1.4887010