A new learning algorithm for Hopfield neural network to cope retrieving the stored pattern in a reversed color state problem

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...

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Hauptverfasser: Aiyal, Ali Shanoon, Abdulqader, Ayad Hussain, Tat-Chee Wan, Obeed, Wafaa Nassar
Format: Tagungsbericht
Sprache:eng
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Zusammenfassung: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).
ISSN:2154-7491
2154-7505
DOI:10.1109/ICACTE.2010.5579801