Artificial neural networks in biological and environmental analysis / Grady Hanrahan.
Material type:
TextSeries: Analytical chemistry series (CRC Press)Publication details: Boca Raton, Fla. : CRC Press, 2011.Edition: 1st edDescription: xxii, 188 p. : ill. ; [ca. 23-29] cmISBN: - 9781439812587
- QH324.25 .H36 2011
- Also available as an electronic resource.
| Item type | Current library | Call number | Status | Date due | Barcode | Item holds | |
|---|---|---|---|---|---|---|---|
| Books | ISI Library, Kolkata | 570.28563 H248 (Browse shelf(Opens below)) | Available | 134420 |
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| 570.285424 R893 L systems | 570.285574 Al439 Databases in systematics | 570.28563 F655 Computational intelligence in bioinformatics | 570.28563 H248 Artificial neural networks in biological and environmental analysis / | 570.28563 K26 Intelligent bioinformatics | 570.285642 G548 Image analysis for the biological sciences | 570.287 B862 Biological measurements |
"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.
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.
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