• DocumentCode
    3603017
  • Title

    An Associative Memory Device Using a Magnetic Tunnel Junction

  • Author

    Dong Ik Suh ; Joon Pyo Kil ; Yeonhoi Choi ; Gi Yoon Bae ; Wanjun Park

  • Author_Institution
    Dept. of Electron. Eng., Hanyang Univ., Seoul, South Korea
  • Volume
    51
  • Issue
    11
  • fYear
    2015
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    We propose an associative memory device performing a nondeclarative characteristic, whose memory is recalled by association with independent experiences after a learning event is made. In this paper, the current-induced switching characteristics of a magnetic tunnel junction implement the concept of classical conditioning. This association in memory through the learning process is electrically perceived by means of resistance changes due to the magnetoresistance effect before and after the stimulus for association is accompanied by learning. It has been confirmed that the functionality of the proposed memory device completely presents the Pavlovian type of learning with a simple circuital scheme.
  • Keywords
    content-addressable storage; magnetic tunnelling; magnetoresistance; Pavlovian learning; associative memory device; classical conditioning; current-induced switching characteristics; learning process; magnetic tunnel junction; magnetoresistance effect; nondeclarative characteristic; simple circuital scheme; Associative memory; Integrated circuits; Junctions; Magnetic tunneling; Neurons; Resistance; Switches; Associative memory; Magnetic tunnel junction; Neuromorphic engineering; Spin-transfer torque; magnetic tunnel junction (MTJ); neuromorphic engineering; spin-transfer torque;
  • fLanguage
    English
  • Journal_Title
    Magnetics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9464
  • Type

    jour

  • DOI
    10.1109/TMAG.2015.2444413
  • Filename
    7122325