Improved sequential and batch learning in neural networks using the tangent plane algorithm

May, Paul (2012) Improved sequential and batch learning in neural networks using the tangent plane algorithm. PhD thesis, University of Bolton.

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Abstract

The principal aim of this research is to investigate and develop improved sequential and batch learning algorithms based upon the tangent plane algorithm for artificial neural networks. A secondary aim is to apply the newly developed algorithms to multi-category cancer classification problems in the bio-informatics area, which involves the study of dna or protein sequences, macro-molecular structures, and gene expressions.

Item Type: Thesis (PhD)
Additional Information: Thesis submitted in partial fulfilment of the requirements of the University of Bolton for the degree of Doctor of Philosophy.
Divisions: University of Bolton Theses > Engineering and Sciences
Depositing User: Scott Wilson
Date Deposited: 26 Nov 2013 12:53
Last Modified: 10 Dec 2013 15:56
URI: http://ubir.bolton.ac.uk/id/eprint/554

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