TY - JOUR
T1 - Sets of generalized [InlineEquation not available
T2 - See fulltext.] exponential stability criteria for switched multilayer dynamic neural networks
AU - Ahn, Choon Ki
AU - Lee, Young Sam
N1 - Copyright:
Copyright 2013 Elsevier B.V., All rights reserved.
PY - 2012
Y1 - 2012
N2 - This paper investigates new sets of generalized [InlineEquation not available: see fulltext.] exponential stability criteria for switched multilayer dynamic neural networks. These sets of sufficient stability criteria in forms of linear matrix inequality (LMI) and matrix norm are presented, under which switched multilayer dynamic neural networks reduce the effect of external input to a predefined level. The proposed sets of criteria also guarantee exponential stability for switched multilayer dynamic neural networks without external input.
AB - This paper investigates new sets of generalized [InlineEquation not available: see fulltext.] exponential stability criteria for switched multilayer dynamic neural networks. These sets of sufficient stability criteria in forms of linear matrix inequality (LMI) and matrix norm are presented, under which switched multilayer dynamic neural networks reduce the effect of external input to a predefined level. The proposed sets of criteria also guarantee exponential stability for switched multilayer dynamic neural networks without external input.
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U2 - 10.1186/1687-1847-2012-150
DO - 10.1186/1687-1847-2012-150
M3 - Article
AN - SCOPUS:84873325353
VL - 2012
JO - Advances in Difference Equations
JF - Advances in Difference Equations
SN - 1687-1839
M1 - 150
ER -