An Associative Memory Device Using a Magnetic Tunnel Junction

被引:7
作者
Suh, Dong Ik [1 ]
Kil, Joon Pyo [1 ]
Choi, Yeonhoi [1 ]
Bae, Gi Yoon [1 ]
Park, Wanjun [1 ]
机构
[1] Hanyang Univ, Dept Elect Engn, Seoul 133791, South Korea
关键词
Associative memory; magnetic tunnel junction (MTJ); neuromorphic engineering; spin-transfer torque; SYNAPSES; NEURONS; NETWORK;
D O I
10.1109/TMAG.2015.2444413
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
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.
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收藏
页数:4
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共 31 条
  • [1] [Anonymous], IN SEARCH OF MEMORY
  • [2] Emission of spin waves by a magnetic multilayer traversed by a current
    Berger, L
    [J]. PHYSICAL REVIEW B, 1996, 54 (13): : 9353 - 9358
  • [3] Synaptic modifications in cultured hippocampal neurons: Dependence on spike timing, synaptic strength, and postsynaptic cell type
    Bi, GQ
    Poo, MM
    [J]. JOURNAL OF NEUROSCIENCE, 1998, 18 (24) : 10464 - 10472
  • [4] Pavlov's Dog Associative Learning Demonstrated on Synaptic-Like Organic Transistors
    Bichler, O.
    Zhao, W. S.
    Alibart, F.
    Pleutin, S.
    Lenfant, S.
    Vuillaume, D.
    Gamrat, C.
    [J]. NEURAL COMPUTATION, 2013, 25 (02) : 549 - 566
  • [5] A VLSI recurrent network of integrate-and-fire neurons connected by plastic synapses with long-term memory
    Chicca, E
    Badoni, D
    Dante, V
    D'Andreagiovanni, M
    Salina, G
    Carota, L
    Fusi, S
    Del Giudice, P
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS, 2003, 14 (05): : 1297 - 1307
  • [6] MEMRISTOR - MISSING CIRCUIT ELEMENT
    CHUA, LO
    [J]. IEEE TRANSACTIONS ON CIRCUIT THEORY, 1971, CT18 (05): : 507 - +
  • [7] Surface magnetoelectric effect in ferromagnetic metal films
    Duan, Chun-Gang
    Velev, Julian P.
    Sabirianov, R. F.
    Zhu, Ziqiang
    Chu, Junhao
    Jaswal, S. S.
    Tsymbal, E. Y.
    [J]. PHYSICAL REVIEW LETTERS, 2008, 101 (13)
  • [8] A bio-physically inspired silicon neuron
    Farquhar, E
    Hasler, P
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2005, 52 (03): : 477 - 488
  • [9] SPICE Macromodel of Spin-Torque-Transfer-Operated Magnetic Tunnel Junctions
    Harms, Jonathan D.
    Ebrahimi, Farbod
    Yao, Xiaofeng
    Wang, Jian-Ping
    [J]. IEEE TRANSACTIONS ON ELECTRON DEVICES, 2010, 57 (06) : 1425 - 1430
  • [10] A QUANTITATIVE DESCRIPTION OF MEMBRANE CURRENT AND ITS APPLICATION TO CONDUCTION AND EXCITATION IN NERVE
    HODGKIN, AL
    HUXLEY, AF
    [J]. JOURNAL OF PHYSIOLOGY-LONDON, 1952, 117 (04): : 500 - 544