• DocumentCode
    295749
  • Title

    Local-sparse connection multilayer networks

  • Author

    Yongke, Zhang ; Yongjun, Zhang ; Wei, Ye

  • Author_Institution
    Southwest Inst. of Tech. Phys., Sichuan, China
  • Volume
    3
  • fYear
    1995
  • fDate
    Nov/Dec 1995
  • Firstpage
    1254
  • Abstract
    This paper describes a method for reducing the connection weight number in neural networks. Hopfield networks and perception networks are usually fully connected networks. The weight number increases dramatically with neuron number. We construct a kind of local-sparse connection network and give a simulated result to decide the hidden node number
  • Keywords
    feedforward neural nets; learning (artificial intelligence); network topology; neural net architecture; Hopfield networks; connection weight numbers; hidden node; local-sparse connection networks; multilayer neural networks; neurons; perception networks; Nonhomogeneous media; Robot control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 1995. Proceedings., IEEE International Conference on
  • Conference_Location
    Perth, WA
  • Print_ISBN
    0-7803-2768-3
  • Type

    conf

  • DOI
    10.1109/ICNN.1995.487335
  • Filename
    487335
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=295749