Vai al contenuto principale della pagina
Autore: | Zhang Liyi |
Titolo: | Blind equalization in neural networks : theory, algorithms and applications / / Liyi Zhang [and three others] |
Pubblicazione: | Berlin, [Germany] ; ; Boston, [Massachusetts] : , : De Gruyter : , : Tsinghua University Press, , 2018 |
©2018 | |
Descrizione fisica: | 1 online resource (268 pages) : illustrations |
Disciplina: | 006.32 |
Soggetto topico: | Neural networks (Computer science) |
Neural networks (Computer science) - Scientific applications | |
Persona (resp. second.): | ZhangLiyi |
Nota di bibliografia: | Includes bibliographical references and index. |
Nota di contenuto: | 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 -- Index |
Sommario/riassunto: | The 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. |
Titolo autorizzato: | Blind equalization in neural networks |
ISBN: | 3-11-044967-6 |
Formato: | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione: | Inglese |
Record Nr.: | 9910814796403321 |
Lo trovi qui: | Univ. Federico II |
Opac: | Controlla la disponibilità qui |