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Stability Analysis of Neural Networks-Based System Identification
Stability Analysis Neural Networks-Based System Identification
2009/9/4
This paper treats some problems related to nonlinear systems identification. A stability analysis neural network model for identifying nonlinear dynamic systems is presented. A constrained adaptive st...
ON THE STABILITY OF THE CELLULAR NEURAL NETWORKS WITH TIME LAGS
cellular neural network time delays “exact” Liapunov-Krasovskii functional
2010/1/12
Cellular neural networks (CNNs) are recurrent artificial neural networks. Due to their cyclic connections and to the neurons’ nonlinear activation functions, recurrent neural networks are nonlinear dy...
STABILITY CRITERIA FOR CELLULAR NEURAL NETWORKS
Cellular neural networks global stability time delay
2010/1/12
A cellular neural network is an artificial neural network which features a multidimensional
array of neurons and local interconnections among the cells. Neural networks are
systems with several equi...