000 03647nam a2200601 i 4500
001 5236712
003 IEEE
005 20200421114110.0
006 m o d
007 cr |n|||||||||
008 151221s2005 njua ob 001 eng d
020 _a9780471427957
_qebook
020 _z0471219487
_qcloth
020 _z9780471219484
_qcloth
020 _z0471427950
_qelectronic
024 7 _a10.1002/0471427950
_2doi
035 _a(CaBNVSL)mat05236712
035 _a(IDAMS)0b00006481094dd6
040 _aCaBNVSL
_beng
_erda
_cCaBNVSL
_dCaBNVSL
050 4 _aQA76.87
_b.G86 2003eb
082 0 0 _a006.3/2
_221
100 1 _aGupta, Madan M.,
_eauthor.
245 1 0 _aStatic and dynamic neural networks :
_bfrom fundamentals to advanced theory /
_cMadan M. Gupta, Liang Jin, Noriyasu Homma.
264 1 _a[Hoboken, New Jersey] :
_bWiley,
_c2003.
264 2 _a[Piscataqay, New Jersey] :
_bIEEE Xplore,
_c[2005]
300 _a1 PDF (xxviii, 722 pages) :
_billustrations.
336 _atext
_2rdacontent
337 _aelectronic
_2isbdmedia
338 _aonline resource
_2rdacarrier
338 _a"A classified extended bibliography is listed in Appendix B on the following ftp site: ftp://ftp.wiley.com/public/sci_tech_med/neural_networks/"
504 _aIncludes bibliographical references and index.
505 0 _aForeword: Lotfi A. Zadeh. -- Preface. -- Acknowledgments. -- PART I: FOUNDATIONS OF NEURAL NETWORKS. -- Neural Systems: An Introduction. -- Biological Foundations of Neuronal Morphology. -- Neural Units: Concepts, Models, and Learning. -- PART II: STATIC NEURAL NETWORKS. -- Multilayered Feedforward Neural Networks (MFNNs) and Backpropagation Learning Algorithms. -- Advanced Methods for Learning Adaptation in MFNNs. -- Radial Basis Function Neural Networks. -- Function Approximation Using Feedforward Neural Networks. -- PART III: DYNAMIC NEURAL NETWORKS. -- Dynamic Neural Units (DNUs): Nonlinear Models and Dynamics. -- Continuous-Time Dynamic Neural Networks. -- Learning and Adaptation in Dynamic Neural Networks. -- Stability of Continuous-Time Dynamic Neural Networks. -- Discrete-Time Dynamic Neural Networks and Their Stability. -- PART IV: SOME ADVANCED TOPICS IN NEURAL NETWORKS. -- Binary Neural Networks. -- Feedback Binary Associative Memories. -- Fuzzy Sets and Fuzzy Neural Networks. -- References and Bibliography. -- Appendix A: Current Bibliographic Sources on Neural Networks. -- Index.
506 1 _aRestricted to subscribers or individual electronic text purchasers.
520 _aProvides comprehensive treatment of the theory of both static and dynamic neural networks. * Theoretical concepts are illustrated by reference to practical examples Includes end-of-chapter exercises and end-of-chapter exercises. *An Instructor Support FTP site is available from the Wiley editorial department.
530 _aAlso available in print.
538 _aMode of access: World Wide Web
588 _aDescription based on PDF viewed 12/21/2015.
650 0 _aNeural networks (Computer science)
653 _aElectrical and Electronics Engineering.
655 0 _aElectronic books.
695 _aArtificial neural networks
695 _aBibliographies
695 _aIndexes
695 _aNeural networks
695 _aNonlinear systems
700 1 _aJin, Liang.
700 1 _aHomma, Noriyasu.
710 2 _aJohn Wiley & Sons,
_epublisher.
710 2 _aIEEE Xplore (Online service),
_edistributor.
776 0 8 _iPrint version:
_z9780471219484
856 4 2 _3Abstract with links to resource
_uhttp://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=5236712
942 _cEBK
999 _c59321
_d59321