Artificial neural networks : methods and applications /

Bibliographic Details
Other Authors: Livingstone, D. (David)
Format: Book
Published: Totowa, N.J. : Humana, [2008]
Series:Methods in molecular biology ; 458.
Methods in molecular biology (Clifton, N.J.) ; 458.
Table of Contents:
  • Artificial neural networks in biology and chemistry : the evolution of a new analytical tool
  • Overview of artificial neural networks
  • Bayesian regularization of neural networks
  • Kohonen and counterpropagation neural networks applied for mapping and interpretation of IR spectra
  • Artificial neural network modeling in environmental toxicology
  • Neural networks in analytical chemistry
  • Application of artificial neural networks for decision support in medicine
  • Neural networks in building QSAR models
  • Peptide bioinformatics : peptide classification using peptide machines
  • Associative neural network
  • Neural networks predict protein structure and function
  • The extraction of information and knowledge from trained neural networks.