Artificial neural networks in biological and environmental analysis
Hanrahan, Grady.
creator
text
bibliography
Electronic books.
flu
Boca Raton, Fla
CRC Press
2011
1st ed.
monographic
eng
application/PDF
xxii, 188 p. : ill.
"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"--
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.
Grady Hanrahan.
Includes bibliographical references and index.
Also available in print edition.
Mode of access: World Wide Web.
Artificial intelligence
Biological applications
Biology
Data processing
Environmental engineering
Data processing
Neural networks (Computer science)
Scientific applications
Analytical chemistry series (CRC Press)
9781439812594 (ebook : PDF)
http://marc.crcnetbase.com/isbn/9781439812594
http://marc.crcnetbase.com/isbn/9781439812594
BD-DhSAU
110413
20151012144303.0
CRC0KE10591PDF