03372nam 2200649 450 991083044890332120240219135506.01-280-54179-297866105417990-470-30378-60-471-46092-30-471-42795-010.1002/0471427950(CKB)111087027113098(EBL)210504(SSID)ssj0000250979(PQKBManifestationID)11194243(PQKBTitleCode)TC0000250979(PQKBWorkID)10262426(PQKB)10871767(MiAaPQ)EBC210504(CaBNVSL)mat05236712(IDAMS)0b00006481094dd6(IEEE)5236712(OCoLC)85820337(PPN)257909869(EXLCZ)9911108702711309820151221d2005 uy engur|n|---|||||txtccrStatic and dynamic neural networks from fundamentals to advanced theory /Madan M. Gupta, Liang Jin, Noriyasu Homma[Hoboken, New Jersey] :Wiley,2003.[Piscataqay, New Jersey] :IEEE Xplore,[2005]1 online resource (751 p.)Description based upon print version of record.0-471-21948-7 Includes bibliographical references and index.Foreword: 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. Provides 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.Neural networks (Computer science)Electrical and Electronics Engineering.Neural networks (Computer science)006.3/2006.32Gupta Madan M.350203Jin Liang432228Homma Noriyasu315228CaBNVSLCaBNVSLCaBNVSLBOOK9910830448903321Static and dynamic neural networks803704UNINA