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Intelligent computing for real-time solution of time-varying linear equations
journal contribution
posted on 2023-05-17, 14:39 authored by Jiang, DAn Implicit Recurrent Neural Network (IRNN) model is proposed in this paper for solving online time-varying linear equations. This problem is fundamental in solving many pattern recognition problems. Such a network model renders distributed intelligent computing. Convergent and robust properties have been revealed by a careful theoretical analysis. The time-varying Sylvester equation and a simulation example with background in computer vision are discussed to demonstrate the effectiveness and efficiency of the proposed method.
History
Publication title
International Journal of Intelligent Systems Technologies and ApplicationsIssue
3/4Pagination
309-318ISSN
1740-8873Department/School
School of EngineeringPublisher
Inderscience PublishersPlace of publication
GenevaRights statement
Copyright 2007 Inderscience Enterprises Ltd.Repository Status
- Restricted