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000905806 001__ 905806
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000905806 010__ $$z  2010038461
000905806 020__ $$z9781439812587 
000905806 020__ $$z9781439812594 $$q(electronic book)
000905806 035__ $$a(MiAaPQ)EBC665580
000905806 035__ $$a(Au-PeEL)EBL665580
000905806 035__ $$a(CaPaEBR)ebr10446295
000905806 035__ $$a(CaONFJC)MIL300454
000905806 035__ $$a(OCoLC)746925664
000905806 040__ $$aMiAaPQ$$cMiAaPQ$$dMiAaPQ
000905806 050_4 $$aQH324.25$$b.H36 2011
000905806 08204 $$a570.285/63$$222
000905806 1001_ $$aHanrahan, Grady.
000905806 24510 $$aArtificial neural networks in biological and environmental analysis$$h[electronic resource] /$$cGrady Hanrahan.
000905806 250__ $$a1st ed.
000905806 260__ $$aBoca Raton, Fla. :$$bCRC Press,$$c2011.
000905806 300__ $$axxii, 182 p. :$$bill.
000905806 4901_ $$aAnalytical chemistry series
000905806 504__ $$aIncludes bibliographical references and index.
000905806 506__ $$aAccess limited to authorized users.
000905806 520__ $$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"--$$cProvided by publisher.
000905806 520__ $$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"--$$cProvided by publisher.
000905806 650_0 $$aArtificial intelligence$$xBiological applications.
000905806 650_0 $$aBiology$$xData processing.
000905806 650_0 $$aEnvironmental engineering$$xData processing.
000905806 650_0 $$aNeural networks (Computer science)$$xScientific applications.
000905806 830_0 $$aAnalytical chemistry series.
000905806 852__ $$bebk
000905806 85640 $$3ProQuest Ebook Central Academic Complete$$uhttps://univsouthin.idm.oclc.org/login?url=https://ebookcentral.proquest.com/lib/usiricelib-ebooks/detail.action?docID=665580$$zOnline Access
000905806 909CO $$ooai:library.usi.edu:905806$$pGLOBAL_SET
000905806 980__ $$aEBOOK
000905806 980__ $$aBIB
000905806 982__ $$aEbook
000905806 983__ $$aOnline