The relative order of a class of recurrent networks

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

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, March). The relative order of a class of recurrent networks. Presented at International Conference on Control '94, Coventry, UK

• Conference Name: International Conference on Control '94
• 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 (IET)
• 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/