03217nam 2200553 450 991081479640332120230124195315.03-11-044967-610.1515/9783110450293(CKB)4100000001502389(DE-B1597)458186(OCoLC)1020032690(DE-B1597)9783110450293(Au-PeEL)EBL5158279(CaPaEBR)ebr11497598(CaSebORM)9783110449679(MiAaPQ)EBC5158279(EXLCZ)99410000000150238920180206h20182018 uy 0engurcnu||||||||rdacontentrdamediardacarrierBlind equalization in neural networks theory, algorithms and applications /Liyi Zhang [and three others]Berlin, [Germany] ;Boston, [Massachusetts] :De Gruyter :Tsinghua University Press,2018.©20181 online resource (268 pages) illustrations3-11-044962-5 3-11-045029-1 Includes bibliographical references and index.Frontmatter -- Preface -- Contents -- 1. Introduction -- 2. The Fundamental Theory of Neural Network Blind Equalization Algorithm -- 3. Research of Blind Equalization Algorithms Based on FFNN -- 4. Research of Blind Equalization Algorithms Based on the FBNN -- 5. Research of Blind Equalization Algorithms Based on FNN -- 6. Blind Equalization Algorithm Based on Evolutionary Neural Network -- 7. Blind equalization Algorithm Based on Wavelet Neural Network -- 8. Application of Neural Network Blind Equalization Algorithm in Medical Image Processing -- Appendix A: Derivation of the Hidden Layer Weight Iterative Formula in the Blind Equalization Algorithm Based on the Complex Three-Layer FFNN -- Appendix B: Iterative Formulas Derivation of Complex Blind Equalization Algorithm Based on BRNN -- Appendix C: Types of Fuzzy Membership Function -- Appendix D: Iterative Formula Derivation of Blind Equalization Algorithm Based on DRFNN -- References -- IndexThe book begins with an introduction of blind equalization theory and its application in neural networks, then discusses the algorithms in recurrent networks, fuzzy networks and other frequently-studied neural networks. Each algorithm is accompanied by derivation, modeling and simulation, making the book an essential reference for electrical engineers, computer intelligence researchers and neural scientists.Neural networks (Computer science)CongressesNeural networks (Computer science)Scientific applicationsNeural networks (Computer science)Neural networks (Computer science)Neural networks (Computer science)Scientific applications.Neural networks (Computer science)006.32Zhang Liyi1718393Zhang LiyiMiAaPQMiAaPQMiAaPQBOOK9910814796403321Blind equalization in neural networks4115312UNINA