Synaptic behaviors and modeling of a metal oxide memristive device

被引:342
作者
Chang, Ting [1 ]
Jo, Sung-Hyun [1 ]
Kim, Kuk-Hwan [1 ]
Sheridan, Patrick [1 ]
Gaba, Siddharth [1 ]
Lu, Wei [1 ]
机构
[1] Univ Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48109 USA
来源
APPLIED PHYSICS A-MATERIALS SCIENCE & PROCESSING | 2011年 / 102卷 / 04期
基金
美国国家科学基金会;
关键词
RESISTANCE; ELEMENT; SYSTEMS; DRIFT;
D O I
10.1007/s00339-011-6296-1
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Nanoscale memristive devices using tungsten oxide as the switching layer have been fabricated and characterized. The devices show the characteristics of a flux-controlled memristor such that the conductance change is governed by the history of the applied voltage signals, leading to synaptic behaviors including long-term potentiation and depression. The memristive behavior is attributed to the migration of oxygen vacancies upon bias which modulates the interplay between Schottky barrier emission and tunneling at the WO (X) /electrode interface. A physical model incorporating ion drift and diffusion effects using an internal state variable representing the area of the conductive region has been proposed to explain the observed memristive behaviors. A SPICE model has been further developed that can be directly incorporated into existing circuit simulators. This type of device can be fabricated with low-temperature processes and has potential applications in synaptic computations and as analog circuit components.
引用
收藏
页码:857 / 863
页数:7
相关论文
共 21 条
  • [1] Biolek Z, 2009, RADIOENGINEERING, V18, P210
  • [2] The role of oxygen partial pressure and annealing temperature on the formation of W=O bonds in thin WO3 films
    Bittencourt, C
    Landers, R
    Llobet, E
    Correig, X
    Calderer, J
    [J]. SEMICONDUCTOR SCIENCE AND TECHNOLOGY, 2002, 17 (06) : 522 - 525
  • [3] 'Memristive' switches enable 'stateful' logic operations via material implication
    Borghetti, Julien
    Snider, Gregory S.
    Kuekes, Philip J.
    Yang, J. Joshua
    Stewart, Duncan R.
    Williams, R. Stanley
    [J]. NATURE, 2010, 464 (7290) : 873 - 876
  • [4] A hybrid nanomemristor/transistor logic circuit capable of self-programming
    Borghetti, Julien
    Li, Zhiyong
    Straznicky, Joseph
    Li, Xuema
    Ohlberg, Douglas A. A.
    Wu, Wei
    Stewart, Duncan R.
    Williams, R. Stanley
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2009, 106 (06) : 1699 - 1703
  • [5] MEMRISTIVE DEVICES AND SYSTEMS
    CHUA, LO
    KANG, SM
    [J]. PROCEEDINGS OF THE IEEE, 1976, 64 (02) : 209 - 223
  • [6] MEMRISTOR - MISSING CIRCUIT ELEMENT
    CHUA, LO
    [J]. IEEE TRANSACTIONS ON CIRCUIT THEORY, 1971, CT18 (05): : 507 - +
  • [7] Nanoscale Memristor Device as Synapse in Neuromorphic Systems
    Jo, Sung Hyun
    Chang, Ting
    Ebong, Idongesit
    Bhadviya, Bhavitavya B.
    Mazumder, Pinaki
    Lu, Wei
    [J]. NANO LETTERS, 2010, 10 (04) : 1297 - 1301
  • [8] High-Density Crossbar Arrays Based on a Si Memristive System
    Jo, Sung Hyun
    Kim, Kuk-Hwan
    Lu, Wei
    [J]. NANO LETTERS, 2009, 9 (02) : 870 - 874
  • [9] Programmable Resistance Switching in Nanoscale Two-Terminal Devices
    Jo, Sung Hyun
    Kim, Kuk-Hwan
    Lu, Wei
    [J]. NANO LETTERS, 2009, 9 (01) : 496 - 500
  • [10] Improvement of leakage currents of Pt/(Ba, Sr)TiO3/Pt capacitors
    Joo, JH
    Seon, MJ
    Jeon, YC
    Oh, KY
    Roh, JS
    Kim, JJ
    [J]. APPLIED PHYSICS LETTERS, 1997, 70 (22) : 3053 - 3055