• DocumentCode
    1817165
  • Title

    Acquired sensorimotor coordinated signal transformation in a bi-directional neural network model

  • Author

    Wakuya, Hiroshi ; Shida, Katsunori

  • Author_Institution
    Dept. of Advanced Syst. Control Eng., Saga Univ., Japan
  • Volume
    1
  • fYear
    1999
  • fDate
    1999
  • Firstpage
    223
  • Abstract
    In general, a biological neural system is divided into two major parts, one is a neural system for motor control and the other is that for sensory reception, and they work not independently but cooperatively to perform various kinds of complex activities. Therefore its disorders produce strange phenomena. In a previous study, it was observed that a sensorimotor coordinated neural network model generates a trained pattern reversely when some special condition is provided. In this paper, computer simulation studies are performed from the viewpoints of neural information processing to investigate its sensorimotor coordination which is developed throughout the training. From the results, it is found that the way for information integration developed antagonistically or not plays an important role in performing signal transformation
  • Keywords
    digital simulation; neural nets; neurophysiology; physiological models; acquired sensorimotor coordinated signal transformation; bi-directional neural network model; biological neural system; complex activities; information integration; motor control; neural information processing; sensory reception; trained pattern; Bidirectional control; Biological neural networks; Computer simulation; Control engineering; Delay; Humans; Information processing; Intelligent networks; Motor drives; Neural networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 1999. IJCNN '99. International Joint Conference on
  • Conference_Location
    Washington, DC
  • ISSN
    1098-7576
  • Print_ISBN
    0-7803-5529-6
  • Type

    conf

  • DOI
    10.1109/IJCNN.1999.831490
  • Filename
    831490