Absolute Exponential Stability of Recurrent Neural Networks With Generalized Activation Function - Xu, Jun; Cao, Yong-Yan; Sun, Youxian; Tang, Jinshan (IEEE transactions on neural networks, 2008)
Keywords: Absolute exponential stability (AEST); Activation; Activation analysis; Animals; Applied sciences; Arrays; Artificial Intelligence; Asymptotic stability; Computer science; control theory; systems; Computer Simulation; Connectionism. Neural networks; Convergence; convex hull; Exact sciences and technology; generalized activation function class; Hulls; Hulls (structures); Industrial control; Information technology; Laboratories; Mathematical models; Models, Neurological; Neural networks; Neural Networks (Computer); Neurons - physiology; Nonlinear Dynamics; Pattern Recognition, Automated - methods; piecewise linear function; Piecewise linear techniques; Recurrent neural networks; recurrent neural networks (RNNs); Stability; Stability analysis; Sun; Time Factors; Recurrent neural nets; recurrent neural networks (RNNs); Generalized function; Absolute exponential stability (AEST); Symmetric function; Neural network; Exponential stability; Modeling; Absolute stability; Equilibrium point; Convex hull; piecewise linear function; Activation function; piecewise function; Convex function; generalized activation function class; Piecewise linearization