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E-book
Author Wu, Cathy H.

Title Neural networks and genome informatics / C.H. Wu, J.W. McLarty
Edition First edition
Published New York : Elsevier Science B.V., 2000
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Description 1 online resource (205 pages) : illustrations
Series Methods in computational biology and biochemistry ; v. 1
Methods in computational biology and biochemistry ; v. 1
Contents Part I, Overview. Neural networks for genome informatics -- Part II, Neural network foundations. Neural network basics -- Perceptrons and multilayer perceptrons -- Other common architectures -- Training of neural networks -- Part III, Genome informatics applications. Design issues-feature presentation -- Design issues-data encoding -- Design issues-neural networks -- Applications-nucleic acid sequence analysis -- Applications-protein structure prediction -- Applications-protein sequence analysis -- Part IV, Open problems and future directions. Integration of statistical methods into neural network applications -- Future of genome informatics applications
Summary A reference in the field of neural networks and genome informatics. It includes a tutorial of neural network foundations that introduces basic neural network technology and terminology. It features a discussion of special system designs for building neural networks for genome informatics, and also reviews and evaluations of methods in the field
Bibliography Includes bibliographical references and indexes
Notes Print version record
Subject Bioinformatics.
Genetics -- Data processing.
Genomes.
Neural networks (Computer science)
Neural Networks (Computer)
Computational Biology.
Genetics.
Genome.
Form Electronic book
Author McLarty, J. W. (Jerry Wayne)
ISBN 0080428002 (electronic bk.)
0080537375 (electronic bk.)
9780080428000 (electronic bk.)
9780080537375 (electronic bk.)