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
Link To Document