Title :
A limit cycle problems of BSB model with delay
Author :
Li, Xue-gang ; Fang, Xiao-zhou ; Wang, Yu-Hui
Author_Institution :
Changzhou Coll. of Inf. Technol., Changzhou, China
Abstract :
In this paper we discuss the limit cycle property of a family of Brain-state-in-a-Box (BSB) models with delay. The dynamics of the model is addressed using analysis method. For the network with arbitrary weight matrix, the conditions for the existence of cycle of length 2 are presented. The advantage of the method is the ability to be predicted limit cycles in updating initial three steps. At last, the testing result demonstrates that theoretical analysis are correct.
Keywords :
delays; matrix algebra; neural nets; BSB models; Brain-state-in-a-Box models; delay; limit cycle problems; weight matrix; Cybernetics; Delay; Limit-cycles; Machine learning; Brain-state-in-a-Box (BSB) model; Delay; Limit cycle;
Conference_Titel :
Machine Learning and Cybernetics, 2009 International Conference on
Conference_Location :
Baoding
Print_ISBN :
978-1-4244-3702-3
Electronic_ISBN :
978-1-4244-3703-0
DOI :
10.1109/ICMLC.2009.5212728
