4.8 Article

Experimental Demonstration of a Second-Order Memristor and Its Ability to Biorealistically Implement Synaptic Plasticity

Journal

NANO LETTERS
Volume 15, Issue 3, Pages 2203-2211

Publisher

AMER CHEMICAL SOC
DOI: 10.1021/acs.nanolett.5b00697

Keywords

Memristor; resistive switching second-order; dynamics; synapse; Ca2+; synaptic plasticity

Funding

  1. AFOSR through MURI [FA9550-12-1-0038]
  2. National Science Foundation (NSF) [ECCS-0954621, CCF-1217972]
  3. DARPA [HR0011-13-2-0015]
  4. Basic Science Research Program through the National Research Foundation of Korea (NRF) - Ministry of Education, Science and Technology [2013R1A6A3A03061299]
  5. Direct For Computer & Info Scie & Enginr [1217972] Funding Source: National Science Foundation

Ask authors/readers for more resources

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.

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