DocumentCode
2233950
Title
A new learning algorithm for Hopfield neural network to cope retrieving the stored pattern in a reversed color state problem
Author
Aiyal, Ali Shanoon ; Abdulqader, Ayad Hussain ; Wan, Tat-Chee ; Obeed, Wafaa Nassar
Author_Institution
Nat. Adv. IPv6 Center of Excellent (NAv6), Univ. Sains Malaysia (USM), Nibong Tebal, Malaysia
Volume
2
fYear
2010
fDate
20-22 Aug. 2010
Abstract
The aim beyond this paper is to developing the learning process in the Hopfield net for its important net through which many other networks have been developed, we suggest a certain algorithm for the learning process, the suggested algorithm has rid from one of limitations in the Hopfield net which is retrieving the stored pattern in a reversed color state (each black pixel will be white and vice versa).
Keywords
Hopfield neural nets; learning (artificial intelligence); Hopfield neural network; learning algorithm; reversed color state problem; stored pattern retrieval; Color; Energy function; Hopfield Neural Network; Learning algorithm;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Computer Theory and Engineering (ICACTE), 2010 3rd International Conference on
Conference_Location
Chengdu
ISSN
2154-7491
Print_ISBN
978-1-4244-6539-2
Type
conf
DOI
10.1109/ICACTE.2010.5579801
Filename
5579801
Link To Document