Multistability in a Multidirectional Associative Memory Neural Network with Delays

This paper focuses on the multidirectional associative memory (MAM) neural networks with m fields which is more advanced to realize associative memory. Based on the Brouwer fixed point theorem and Dini upper right derivative, it is confirmed that the multidirectional associative memory neural networ...

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Veröffentlicht in:Journal of Applied Mathematics 2013-01, Vol.2013 (2013), p.877-886-491
Hauptverfasser: Wang, Min, Zhou, Tiejun
Format: Artikel
Sprache:eng
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Zusammenfassung:This paper focuses on the multidirectional associative memory (MAM) neural networks with m fields which is more advanced to realize associative memory. Based on the Brouwer fixed point theorem and Dini upper right derivative, it is confirmed that the multidirectional associative memory neural network can have 3l equilibria and 2l equilibria of them are stable, where l is a parameter associated with the number of neurons. Furthermore, an example is given to illustrate the effectiveness of the results.
ISSN:1110-757X
1687-0042
DOI:10.1155/2013/592056