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

Title
Artificial neural networks in biological and environmental analysis

Author
Hanrahan, Grady., author.

ISBN
9780429148927

Edition
First edition.

Physical Description
1 online resource (xxii, 188 pages)

Series
Analytical chemistry series
 
Analytical chemistry series (CRC Press)

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

Electronic Access
Click here to view.


LibraryMaterial TypeItem BarcodeShelf Number[[missing key: search.ChildField.HOLDING]]Status
Online LibraryE-Book542084-1001QH324.25 .H36 2011CRC E-Books