• DocumentCode
    2315324
  • Title

    Design method of limit cycle generator by hysteresis neural networks

  • Author

    Yoneyama, Teru ; Ninomiya, Hiroshi ; Asai, Hideki

  • Author_Institution
    Dept. of Syst. Eng., Shizuoka Univ., Japan
  • Volume
    3
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    500
  • Abstract
    We have proposed a design method of neural networks for limit cycle generator. The proposed method is based on the linear programming method. In this paper, we apply this method to the hysteresis neural networks for limit cycle generator. The hysteresis neuron has two threshold levels. Therefore the state of neuron can be flexibly controlled. As a result, the limit cycle, which can not be designed in the previous work, can be realized by the hysteresis neural networks. The behavior of this network is verified by our specialized simulator. As a result, we can easily design hysteresis neural networks for limit cycle generator
  • Keywords
    Hysteresis; Limit cycles; Linear programming; Neural nets; LP; hysteresis neural networks; limit cycle generator design; linear programming; Design methodology; Differential equations; Hysteresis; Information processing; Limit-cycles; Linear programming; Neural networks; Neurons; Spatiotemporal phenomena; Systems engineering and theory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 2000. IJCNN 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on
  • Conference_Location
    Como
  • ISSN
    1098-7576
  • Print_ISBN
    0-7695-0619-4
  • Type

    conf

  • DOI
    10.1109/IJCNN.2000.861358
  • Filename
    861358