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

Başlık
Artificial neural networks in biological and environmental analysis

Yazar
Hanrahan, Grady., author.

ISBN
9780429148927

Basım Bilgisi
First edition.

Fiziksel Tanımlama
1 online resource (xxii, 188 pages)

Seri
Analytical chemistry series
 
Analytical chemistry series (CRC Press)

İçerik
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.

Özet
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.

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

Elektronik Erişim
Click here to view.


KütüphaneMateryal TürüDemirbaş NumarasıYer Numarası[[missing key: search.ChildField.HOLDING]]Durumu/İade Tarihi
Çevrimiçi KütüphaneE-Kitap542084-1001QH324.25 .H36 2011CRC E-Books