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
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;
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
DOI :
10.1109/ICCCAS.2008.4657932
