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Book Cover
E-book
Author Wu, Cathy H.

Title Neural networks and genome informatics / C.H. Wu, J.W. McLarty
Edition 1st ed
Published New York : Elsevier Science B.V., 2000

Copies

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 English
Print version record
Subject Genetics -- Data processing
Neural networks (Computer science)
Bioinformatics.
Genomes.
Computational biology.
Neural Networks, Computer
Computational Biology
Genetics
Genome
SCIENCE -- Life Sciences -- Genetics & Genomics.
Computational biology
Bioinformatics
Genetics -- Data processing
Genomes
Neural networks (Computer science)
Form Electronic book
Author McLarty, J. W. (Jerry Wayne)
ISBN 9780080537375
0080537375
0080428002
9780080428000
1281070416
9781281070418
9786611070410
6611070419