• DocumentCode
    1685824
  • Title

    Intelligent adaptable systems

  • Author

    Géczy, Peter ; Usui, Shiro ; Amari, Shun-ichi

  • Author_Institution
    RIKEN Brain Sci. Inst., Saitama, Japan
  • Volume
    2
  • fYear
    2002
  • fDate
    6/24/1905 12:00:00 AM
  • Firstpage
    1736
  • Lastpage
    1741
  • Abstract
    The next step in neural network field is an integration of several problem domains into a single functioning system. Until now various learning features have been treated in isolation. Fusion of the specific tasks performed during the learning results in a system with novel qualities. The article presents an intelligent adaptable system that integrates sample selection, connection adaptation, structure adaptation and knowledge acquisition. All four subsystems operate dynamically on neural network during the learning
  • Keywords
    knowledge acquisition; knowledge based systems; learning (artificial intelligence); neural nets; connection adaptation; intelligent adaptable systems; knowledge acquisition; learning features; neural network; sample selection; structure adaptation; Artificial neural networks; Biological neural networks; Information processing; Intelligent structures; Intelligent systems; Isolation technology; Joining processes; Knowledge acquisition; Microstructure; Multidimensional systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 2002. IJCNN '02. Proceedings of the 2002 International Joint Conference on
  • Conference_Location
    Honolulu, HI
  • ISSN
    1098-7576
  • Print_ISBN
    0-7803-7278-6
  • Type

    conf

  • DOI
    10.1109/IJCNN.2002.1007780
  • Filename
    1007780