Buch, Englisch, Band 458, 254 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 571 g
Reihe: Methods in Molecular Biology
Methods and Applications
Buch, Englisch, Band 458, 254 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 571 g
Reihe: Methods in Molecular Biology
ISBN: 978-1-58829-718-1
Verlag: Humana Press
In this book, international experts report the history of the application of ANN to chemical and biological problems, provide a guide to network architectures, training and the extraction of rules from trained networks, and cover many cutting-edge examples of the application of ANN to chemistry and biology. Methods involving the mapping and interpretation of Infra Red spectra and modelling environmental toxicology are included. This book is an excellent guide to this exciting field.
Zielgruppe
Professional/practitioner
Autoren/Hrsg.
Fachgebiete
- Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Neuronale Netzwerke
- Mathematik | Informatik EDV | Informatik Angewandte Informatik Bioinformatik
- Naturwissenschaften Biowissenschaften Angewandte Biologie Bioinformatik
- Naturwissenschaften Biowissenschaften Biowissenschaften Neurobiologie, Verhaltensbiologie
Weitere Infos & Material
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.
