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Neural networks and genome informatics /
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 r...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
New York :
Elsevier Science B.V.,
2000.
|
| Edición: | 1st ed. |
| Colección: | Methods in computational biology and biochemistry ;
v. 1. |
| Temas: | |
| Acceso en línea: | Texto completo Texto completo Texto completo |
Tabla de Contenidos:
- 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.