| 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
|
|
Methods in computational biology and biochemistry ; v. 1.
|
| 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.
|
|
Genetics -- Data processing. |
|
Genetics. |
|
Neural networks (Computer science)
|
|
Neural networks (Computer science) |
|
Bioinformatics.
|
|
Bioinformatics. |
|
Genomes.
|
|
Genomes. |
|
Neural Networks, Computer. |
|
Computational Biology. |
|
Genetics. |
|
Genome. |
| Genre/Form |
Electronic books.
|
| Added Author |
McLarty, J. W. (Jerry Wayne)
|
| 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) |
|
0080537375 (electronic book) |
|
0080428002 (electronic book) |
|
9780080428000 (electronic book) |
|
