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
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;
Conference_Titel :
Neural Networks, 2000. IJCNN 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on
Conference_Location :
Como
Print_ISBN :
0-7695-0619-4
DOI :
10.1109/IJCNN.2000.861358