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Artificial neural networks in biolog...

Hanrahan, Grady.

Artificial neural networks in biological and environmental analysis /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Artificial neural networks in biological and environmental analysis // Grady Hanrahan.
作者:	Hanrahan, Grady.
出版者:	Boca Raton, FL :CRC Press, : c2011.,
面頁冊數:	xxii, 188 p. :ill. (some col.) ; : 25 cm.;
標題:	Artificial intelligence - Biological applications. -
ISBN:	9781439812587 (Cloth) :

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

Artificial neural networks in biological and environmental analysis /Grady Hanrahan. - Boca Raton, FL :CRC Press,c2011. - xxii, 188 p. :ill. (some col.) ;25 cm. - Analytical chemistry series.. - Analytical chemistry series (CRC Press).

Includes bibliographical references and index.

"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.

ISBN: 9781439812587 (Cloth) :NT2705

LCCN: 2010038461Subjects--Topical Terms:

600039
Artificial intelligence
--Biological applications.

LC Class. No.: QH324.25 / .H36 2011

Dewey Class. No.: 570.285/63

Artificial neural networks in biological and environmental analysis /
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100 1 $a Hanrahan, Grady. $3 832686
245 1 0 $a Artificial neural networks in biological and environmental analysis / $c Grady Hanrahan.
260 $a Boca Raton, FL : $c c2011. $b CRC Press,
300 $a xxii, 188 p. : $b ill. (some col.) ; $c 25 cm.
490 1 $a Analytical chemistry series.
504 $a Includes bibliographical references and index.
520 $a "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.
520 $a "The cornerstones of research into prospective tools of artificial intelligence originate from knowledge of the functioning brain. Like most transforming scientific endeavors, this field-- once viewed with speculation and doubt--has had profound impacts in helping investigators elucidate complex biological, chemical, and environmental processes. Such efforts have been catalyzed by the upsurge in computational power and availability, with the co-evolution of software, algorithms, and methodologies contributing significantly to this momentum. Whether or not the computational power of such techniques is sufficient for the design and construction of truly intelligent neural systems is of continued debate. In writing Artificial Neural Networks in Biological and Environmental Analysis, my aim was to provide in-depth and timely perspectives on the fundamental, technological, and applied aspects of computational neural networks. By presenting basic principles of neural networks together with real applications in the field, I seek to stimulate communication and partnership among scientists in the fields as diverse as biology, chemistry, mathematics, medicine, and environmental science. This interdisciplinary discourse is essential not only for the success of independent and collaborative research and teaching programs, but also for the continued acquiescence of the use of neural network tools in scientific inquiry"--Provided by publisher.
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650 0 $a Biology $x Data processing. $3 563885
650 0 $a Environmental engineering $x Data processing. $3 787269
650 0 $a Neural networks (Computer science) $x Scientific applications. $3 832688
830 0 $a Analytical chemistry series (CRC Press) $3 832687