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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-電子資源 : Monograph/item
正題名/作者:	Artificial neural networks in biological and environmental analysisGrady Hanrahan.
作者:	Hanrahan, Grady.
出版者:	Boca Raton, FL :CRC Press,c2011.
面頁冊數:	1 online resource (xxii, 188 p.) :ill. (some col.)
標題:	Artificial intelligenceBiological applications.
電子資源:	http://www.crcnetbase.com/isbn/978-1-4398-1258-7
ISBN:	9781439812594 (electronic bk.)

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

Artificial neural networks in biological and environmental analysis[electronic resource] /Grady Hanrahan. - Boca Raton, FL :CRC Press,c2011. - 1 online resource (xxii, 188 p.) :ill. (some col.) - 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: 9781439812594 (electronic bk.)Subjects--Topical Terms:

238843
Artificial intelligence
--Biological applications.Index Terms--Genre/Form:

214472
Electronic books.

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

Dewey Class. No.: 570.285/63

Artificial neural networks in biological and environmental analysis
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100 1 $a Hanrahan, Grady. $3 513706
245 1 0 $a Artificial neural networks in biological and environmental analysis $h [electronic resource] / $c Grady Hanrahan.
260 $a Boca Raton, FL : $b CRC Press, $c c2011.
300 $a 1 online resource (xxii, 188 p.) : $b ill. (some col.)
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.
588 $a Description based on print version record.
650 0 $a Artificial intelligence $x Biological applications. $3 238843
650 0 $a Biology $x Data processing. $3 182550
650 0 $a Environmental engineering $x Data processing. $3 513707
650 0 $a Neural networks (Computer science) $x Scientific applications. $3 513708
655 4 $a Electronic books. $2 local. $3 214472
830 0 $a Analytical chemistry series (CRC Press) $3 333307
856 4 0 $u http://www.crcnetbase.com/isbn/978-1-4398-1258-7