title: Global dynamics of a class of complex valued neural networks.
abstract: In this paper activation dynamics of a complex valued neural network has been studied. Sufficient conditions for global exponential stability of a unique equilibrium are obtained. Our results show that in the serial mode of operation, the network converges to a stable state.
authors.affiliation: Department of Mathematics & Statistics, Missouri University of Science & Technology, ROLLA, MO 65409-0020, USA. vshrao@yahoo.com
authors.forename: V
authors.initials: V
authors.lastname: Sree Hari Rao
authors.forename: Garimella Rama
authors.initials: GR
authors.lastname: Murthy
mesh_terms: D003198:Computer Simulation; D006801:Humans; D008959:Models, Neurological; D016571:Neural Networks, Computer; D017711:Nonlinear Dynamics; D010363:Pattern Recognition, Automated