TY  - BOOK
AU  - Hanrahan,Grady
TI  - Artificial neural networks in biological and environmental analysis
T2  - Analytical chemistry series
SN  - 9781439812587
AV  - QH324.25 .H36 2011
PY  - 2011///
CY  - Boca Raton, Fla.
PB  - CRC Press
KW  - Artificial intelligence
KW  - Biological applications
KW  - Biology
KW  - Data processing
KW  - Environmental engineering
KW  - Neural networks (Computer science)
KW  - Scientific applications
N1  - Includes bibliographical references and index; 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; Also available as an electronic resource
N2  - "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"--
ER  -