Artificial neural networks in biological and environmental analysis
by
 
Hanrahan, Grady.

Title
Artificial neural networks in biological and environmental analysis

Author
Hanrahan, Grady.

ISBN
9781439812594

Edition
1st ed.

Publication Information
Boca Raton, Fla. : CRC Press, 2011.

Physical Description
xxii, 188 p. : ill.

Series
Analytical chemistry series

Series Title
Analytical chemistry series

Contents
ch. 1. Introduction -- ch. 2. Network architectures -- ch. 3. Model design and selection considerations -- ch. 4. Intelligent neural network systems and evolutionary learning -- ch. 5. Applications in biological and biomedical analysis -- ch. 6. Applications in environmental analysis.

Abstract
"Drawing on the experience and knowledge of a practicing professional, this book provides a comprehensive introduction and practical guide to the development, optimization, and application of artificial neural networks (ANNs) in modern environmental and biological analysis. Based on our knowledge of the functioning human brain, ANNs serve as a modern paradigm for computing. Presenting basic principles of ANNs together with simulated biological and environmental data sets and real applications in the field, this volume helps scientists comprehend the power of the ANN model to explain physical concepts and demonstrate complex natural processes"-- Provided by publisher.

Subject Term
Artificial intelligence -- Biological applications.
 
Biology -- Data processing.
 
Environmental engineering -- Data processing.
 
Neural networks (Computer science) -- Scientific applications.

Electronic Access
Distributed by publisher. Purchase or institutional license may be required for access.


LibraryMaterial TypeItem BarcodeShelf Number[[missing key: search.ChildField.HOLDING]]Status
Online LibraryE-Book286109-1001ONLINEElektronik Kütüphane