Welcome to Journal of Beijing Institute of Technology
Volume 12Issue 4
.
Turn off MathJax
Article Contents
XIU Chun-bo, LIU Xiang-dong, ZHANG Yu-he. Multi-Valued Associative Memory Neural Network[J]. JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY, 2003, 12(4): 352-356.
Citation: XIU Chun-bo, LIU Xiang-dong, ZHANG Yu-he. Multi-Valued Associative Memory Neural Network[J].JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY, 2003, 12(4): 352-356.

Multi-Valued Associative Memory Neural Network

  • Received Date:2003-05-30
  • A novel learning method for multi-valued associative memory network is introduced, which is based on Hebb rule, but utilizes more information. According to the current probe vector, the connection weights matrix could be chosen dynamically. Double-valued and multi-valued associative memory are all realized in our simulation experiment. The experimental results show that the method could enhance the associative success rate.
  • loading
  • [1]
    Anderson J A.A simple neural networ k generating an inter active memory[J] .M athematical Biosciences,1972,14:197-220.
    [2]
    Kohonen T.Corr elatio n matr ix memories[J] .IEEET ransactions on Computers,1972,21:353-359.
    [3]
    L iang Xuebin,Wu Lide,Yu Jun.An efficient learningalgorithm for associative memory neural networ k[J] .Acta Automatica Sinica,1997,23(6):721-726.(in Chinese)
    [4]
    L iang Xuebin,Wu L ide.Learning algorithms of bidir ectional associative memory based on max min criterion[J] .A cta Electronica Sinica,1996,24(8):28-32.(in Chinese)
    [5]
    Jin Cong.Learning algorithm fo r associative memoryneural network[J] .Journal of Hubei U niversity,1995,17(2):145-148.(in Chinese)
    [6]
    Jin Co ng.Stability analysis of discrete t ime HopfieldBAM neural networ ks[J] .Acta Automat ica Sinica,1999,25(5):606-612.(in Chinese)
    [7]
    L i K e,Yang L x i,He Zhenya.Associative memor y ofg ray scale imag es with chaotic neur al networks[J] .Journal of Applied Sciences,1999,17(3):296-301.(inChinese)
    [8]
    L i K e,Pei Wenjiang,Yang L x i,et al.A novel multivalued associative memory system[J] .Jour nal of Southeast U niversity,1998,14(2):5-10.
    [9]
    Hebbian D O.T he org anizat ion of behavior[M] .NewY ork:John Wiley&Sons Inc.,1949.
    [10]
    Ishii S,Fukumizu K,Watanabe S.A networ k of chaoticelements fo r information processing[J] .N eural Netwo rks,1996,9:25-40.
  • 加载中

Catalog

    通讯作者:陈斌, bchen63@163.com
    • 1.

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Article Metrics

    Article views (170) PDF downloads(0) Cited by()
    Proportional views
    Related

    /

      Return
      Return
        Baidu
        map