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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, D
An 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 Applications

Issue

3/4

Pagination

309-318

ISSN

1740-8873

Department/School

School of Engineering

Publisher

Inderscience Publishers

Place of publication

Geneva

Rights statement

Copyright 2007 Inderscience Enterprises Ltd.

Repository Status

  • Restricted

Socio-economic Objectives

Expanding knowledge in engineering

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