Control relevant dynamics of recurrent neural networks
L. Jin, Manas Gupta, PETER N. NIKIFORUK · 2005
The control-relevant dynamic properties of a general class of discrete-time recurrent neural network works are addressed. The relative degree, input-output linearization, and equivalent control concepts of the nonlinear network model are discussed. The results provide a potential for nonlinear adaptive control problems.