Title :
A counterexample in stochastic stability of feedback neural networks
Author :
Castanon, David A.
Author_Institution :
Dept. of Electr.-Comput.-Syst. Eng., Boston Univ., MA, USA
fDate :
2/1/1993 12:00:00 AM
Abstract :
A counterexample to Kosko´s RABAM stability theorem is presented by introducing a deterministic stable feedback neural network which has unbounded second moments when additive white noise is introduced
Keywords :
feedback; neural nets; stability criteria; white noise; RABAM stability theorem; additive white noise; deterministic stable feedback neural network; stochastic stability; Automatic control; Delay effects; Eigenvalues and eigenfunctions; Intelligent networks; Linear matrix inequalities; Neural networks; Neurofeedback; Riccati equations; Stability; Stochastic processes;
Journal_Title :
Automatic Control, IEEE Transactions on
