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The relative order of a class of recurrent networks

Manchanda, S.; Kambhampati, Chandrasekhar; Tham, M.T.; Green, G.G.R.

Authors

S. Manchanda

M.T. Tham

G.G.R. Green



Abstract

Three types of recurrent network configurations have been proposed since they enable adequate description of temporal behaviour. The concept of relative order has been introduced so as to provide a framework for analysing such network configurations. It has been demonstrated that, excluding pathologies, each configuration is of relative order unity. Therefore it follows that an inverse exists for each type of configuration (Tsinias and Kalouptsidis, 1983; Hirschorn, 1979).

Citation

Manchanda, S., Kambhampati, C., Tham, M., & Green, G. (1994). The relative order of a class of recurrent networks. https://doi.org/10.1049/cp%3A19940266

Conference Name International Conference on Control '94
Conference Location Coventry, UK
Start Date Mar 21, 1994
End Date Mar 24, 1994
Acceptance Date Dec 31, 1994
Online Publication Date Aug 6, 2002
Publication Date 1994
Journal IEE Conference Publication
Print ISSN 0537-9989
Publisher Institution of Engineering and Technology
Peer Reviewed Peer Reviewed
Volume 2
Issue 389
Pages 973 - 976
ISBN 0852966105
DOI https://doi.org/10.1049/cp%3A19940266
Keywords Differential geometry; Recurrent neural networks
Public URL https://hull-repository.worktribe.com/output/409684
Publisher URL http://ieeexplore.ieee.org/document/327334/