Experimental demonstration of a second-order memristor and its ability to biorealistically implement synaptic plasticity

Sungho Kim, Chao Du, Patrick Sheridan, Wen Ma, Shinhyun Choi, Wei D. Lu

Research output: Contribution to journalArticlepeer-review

485 Scopus citations

Abstract

Memristors have been extensively studied for data storage and low-power computation applications. In this study, we show that memristors offer more than simple resistance change. Specifically, the dynamic evolutions of internal state variables allow an oxide-based memristor to exhibit Ca2+-like dynamics that natively encode timing information and regulate synaptic weights. Such a device can be modeled as a second-order memristor and allow the implementation of critical synaptic functions realistically using simple spike forms based solely on spike activity.

Original languageEnglish
Pages (from-to)2203-2211
Number of pages9
JournalNano Letters
Volume15
Issue number3
DOIs
StatePublished - 11 Mar 2015

Bibliographical note

Publisher Copyright:
© 2015 American Chemical Society.

Keywords

  • Ca
  • dynamics
  • Memristor
  • resistive switching
  • second-order
  • synapse
  • synaptic plasticity

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