Complex-valued neural networks utilizing high-dimensional parameters /

• Corporate Author: IGI Global.
• Other Authors: Nitta, Tohru, 1960-
• Format: Electronic
• Language: English
• Published: Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2009.
• Subjects: Neural networks (Computer science); Numbers, Complex.; Attractors and energy spectrum of neural structures; Communication signal processing; Complex-valued magnetic resonance images; Complex-valued neural network; Complex-valued recurrent neural networks; Complex-valued symmetric radial basis function network; Complex-valued time delay neural networks; Flexible blind signal separation; Global stability analysis; Image reconstruction; Magnetic resonance spectroscopy; Model of the quantum harmonic oscillator; Quantum neural networks; Quaternionic neural networks; Qubit neural networks
• Online Access: View fulltext via EzAccess

This book covers the current state-of-the-art theories and applications of neural networks with high-dimensional parameters such as complex-valued neural networks, quantum neural networks, quaternary neural networks, and Clifford neural networks, which have been developing in recent years.

Table of Contents:

• Complex-valued neural network models and their analysis
• Applications of complex-valued neural networks
• Models with high-dimensional parameters
• Compilation of References
• About the Contributors
• Index.