Complete Controllability of Continuous-Time Recurrent Neural Networks (1997)
Eduardo Sontag, Héctor Sussmann
This paper presents a characterization of controllability for the class of control systems commonly called (continuous-time) recurrent neural networks. The characterization involves a simple...
Complete controllability of continuous-time recurrent neural networks (1997)
Eduardo Sontag, Héctor Sussmann
This paper studies controllability for the class of control systems commonly called (continuous-time) recurrent neural networks. It is shown that, under a generic condition on the input matrix, the...
A General Result on the Stabilization of Linear Systems Using Bounded Controls (1994)
Héctor Sussmann, Eduardo Sontag, Yudi Yang
We present two constructions of controllers that globally stabilize linear systems subject to control saturation. The only conditions imposed are the obvious necessary ones, namely that no...
Limits of the Wong-Zakai Type with a Modified Drift Term (1989)
. We study Stratonovich stochastic differential equations driven by an m-dimensional Wiener process W , with m 2. If W is approximated by processes W with more regular sample paths, then it is known...