• DocumentCode
    760706
  • Title

    Information processing using dynamical chaos: neural networks implementation

  • Author

    Andreyev, Yuri V. ; Belsky, Yuri L. ; Dmitriev, Alexander S. ; Kuminov, Dmitrij A.

  • Author_Institution
    Inst. of Radio Eng. & Electron., Acad. of Sci., Moscow, Russia
  • Volume
    7
  • Issue
    2
  • fYear
    1996
  • fDate
    3/1/1996 12:00:00 AM
  • Firstpage
    290
  • Lastpage
    299
  • Abstract
    In this work, we study information processing applications of complex dynamics and chaos in neural networks. We discuss mathematical models based on piecewise-linear maps which enable us to realize the basic functions of information processing using complex dynamics and chaos. Realizations of these models using recurrent neural-like systems are presented
  • Keywords
    chaos; content-addressable storage; dynamics; image recognition; information retrieval; recurrent neural nets; associative memory; complex dynamics; dynamical chaos; image recognition; information processing; information retrieval; limit cycles; mathematical models; piecewise-linear maps; recurrent neural networks; Artificial neural networks; Biological neural networks; Chaos; Computational efficiency; Information processing; Mathematical model; Neural networks; Piecewise linear techniques; Recurrent neural networks; Very large scale integration;
  • fLanguage
    English
  • Journal_Title
    Neural Networks, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1045-9227
  • Type

    jour

  • DOI
    10.1109/72.485632
  • Filename
    485632
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=760706