Details

Autor(en) / Beteiligte

• Zhang, Qianhong
• Yang, Lihui
• Liao, Daixi

Titel

Existence and exponential stability of a periodic solution for fuzzy bidirectional associated memory neural networks with periodic coefficients

Ist Teil von

• Ukrainian mathematical journal, 2012-05, Vol.63 (12), p.1900-1915

Ort / Verlag

Boston: Springer US

Erscheinungsjahr

2012

Link zum Volltext

Quelle

Alma/SFX Local Collection

Beschreibungen/Notizen

• We study a class of fuzzy bidirectional associated memory (BAM) networks with periodic coefficients. Some sufficient conditions for the existence and global exponential stability of periodic solutions of such fuzzy BAM neural networks are established by using a continuation theorem based on the coincidence degree and the Lyapunov-function method. These sufficient conditions are easy to verify in pattern recognition and automatic control. Finally, an example is given to show the feasibility and efficiency of our results.