DocumentCode
3194899
Title
A computer-assisted verification of chaos in a Hopfield neural network
Author
Fan, Qing-Ju ; Yang, Xiao-Song
Author_Institution
Dept. of Control Sci. & Eng., Huazhong Univ. of Sci. & Technol., Wuhan
fYear
2008
fDate
25-27 May 2008
Firstpage
974
Lastpage
977
Abstract
This paper demonstrates chaos in Hopfield neural networks (HNNS) for certain value assigned to the connection matrix. Based on the topological horseshoe theory and elementary symbolic dynamics, a rigorous computer-assisted verification is offered.
Keywords
Hopfield neural nets; chaos; matrix algebra; Hopfield neural network; computer-assisted chaos verification; connection matrix; elementary symbolic dynamics; topological horseshoe theory; Biological neural networks; Chaos; Computer networks; Electronic mail; H infinity control; Hopfield neural networks; Information processing; Mathematics; Orbits; Paper technology;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications, Circuits and Systems, 2008. ICCCAS 2008. International Conference on
Conference_Location
Fujian
Print_ISBN
978-1-4244-2063-6
Electronic_ISBN
978-1-4244-2064-3
Type
conf
DOI
10.1109/ICCCAS.2008.4657932
Filename
4657932
Link To Document