Edition |
1st ed. |
Description |
1 online resource (205 pages) : illustrations. |
Physical Medium |
polychrome |
Description |
text file |
Series |
Methods in computational biology and biochemistry ; v. 1
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Methods in computational biology and biochemistry ; v. 1.
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Bibliography |
Includes bibliographical references and indexes. |
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. |
Local Note |
eBooks on EBSCOhost EBSCO eBook Subscription Academic Collection - North America |
Subject |
Genetics -- Data processing.
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Genetics -- Data processing. |
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Genetics. |
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Neural networks (Computer science)
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Neural networks (Computer science) |
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Bioinformatics.
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Bioinformatics. |
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Genomes.
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Genomes. |
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Neural Networks, Computer. |
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Computational Biology. |
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Genetics. |
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Genome. |
Genre/Form |
Electronic books.
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Added Author |
McLarty, J. W. (Jerry Wayne)
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Other Form: |
Print version: Wu, Cathy H. Neural networks and genome informatics. 1st ed. New York : Elsevier Science B.V., 2000 0080428002 9780080428000 (DLC) 00056153 (OCoLC)44517904 |
ISBN |
9780080537375 (electronic book) |
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0080537375 (electronic book) |
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0080428002 (electronic book) |
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9780080428000 (electronic book) |
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