Artificial neural networks
Subtitle: methods and applications
By: David J. Livingstone, editor.
Contributors: Livingstone, D.
Series: Methods in molecular biology -- 458; Methods in molecular biology (Clifton, N.J.) -- v. 458.
Publisher: Humana Press
Published: 2008
Place of publication: Totowa, NJ
Language: eng
Number of pages: 254
ISBN-13: 9781588297181; 9781603271011
Subjects: Neural networks (Computer science); Neural Networks (Computer)
Notes: Includes bibliographical references and index.
Table of contents: title: Artificial neural networks in biology and chemistry : the evolution of a new analytical tool / Hugh M. Cartwright; title: Overview of artificial neural networks / Jinming Zou, Yi Han, and Sung-Sau So; title: Bayesian regularization of neural networks / Frank Burden and Dave Winkler; title: Kohonen and counterpropagation neural networks applied for mapping and interpretation of IR spectra / Marjana Novic; title: Artificial neural network modeling in environmental toxicology / James Devillers; title: Neural networks in analytical chemistry / Mehdi Jalali-Heravi; title: Application of artificial neural networks for decision support in medicine / Brendan Larder, Dechao Wang, and Andy Revell; title: Neural networks in building QSAR models / Igor I. Baskin, Vladimir A. Palyulin, and Nikolai S. Zefirov; title: Peptide bioinformatics : peptide classification using peptide machines / Zheng Rong Yang; title: Associative neural network / Igor V. Tetko; title: Neural networks predict protein structure and function / Marco Punta and Burkhard Rost; title: The extraction of information and knowledge from trained neural networks / David J. Livingstone ... [et al.]