DocumentCode
624597
Title
A criteria of passivity for neural networks with discontinuous activations
Author
Jian Xiao ; Zhigang Zeng
Author_Institution
Dept. of Control Sci. & Eng., Huazhong Univ. of Sci. & Technol., Wuhan, China
fYear
2013
fDate
9-11 June 2013
Firstpage
165
Lastpage
170
Abstract
This paper discusses passivity of delayed neural networks with discontinuous activations which are unbounded. Using generalized Lyapunov approach, sufficient conditions for this problem are obtained based on differential inclusion theory, where the results are proposed in form of linear matrix inequality. In addition, a numerical example is given to show the effectiveness and rightness of the results.
Keywords
Lyapunov methods; delays; linear matrix inequalities; neural nets; delayed neural network; differential inclusion theory; discontinuous activation; generalized Lyapunov approach; linear matrix inequality; passivity criteria; Biological neural networks; Delays; Differential equations; Neurons; Symmetric matrices; Uncertain systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Information Processing (ICICIP), 2013 Fourth International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4673-6248-1
Type
conf
DOI
10.1109/ICICIP.2013.6568061
Filename
6568061
Link To Document