Blind equalization in neural networks :: theory, algorithms and application /
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...
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| Main Authors: | , , , |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Berlin : [Beijing] :
De Gruyter ; Tsinghua University Press,
[2018]
|
| Subjects: | |
| Online Access: | DE-862 DE-863 |
| Summary: | 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. |
| Physical Description: | 1 online resource : illustrations |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: | 9783110450293 3110450291 9783110449679 3110449676 9783110450309 3110450305 3110449625 9783110449624 |
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| 505 | 0 | |a Introduction -- The fundamental theory of neural network blind equalization algorithm -- Research of blind equalization algorithms based on FFNN -- Research of blind equalization algorithms based on the FBNN -- Research of blind equalization algorithms based on FNN -- Blind equalization algorithm based on evolutionary neural network -- Blind equalization algorithm based on wavelet neural network -- Application of neural network blind equalization algorithm in medical image processing. | |
| 504 | |a Includes bibliographical references and index. | ||
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| author | Zhang, Liyi Sun, Yunshan Zhang, Xiaoqin Bai, Yu |
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| contents | Introduction -- The fundamental theory of neural network blind equalization algorithm -- Research of blind equalization algorithms based on FFNN -- Research of blind equalization algorithms based on the FBNN -- Research of blind equalization algorithms based on FNN -- Blind equalization algorithm based on evolutionary neural network -- Blind equalization algorithm based on wavelet neural network -- Application of neural network blind equalization algorithm in medical image processing. |
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| discipline | Informatik |
| format | Electronic eBook |
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| id | ZDB-4-EBA-on1028956372 |
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| indexdate | 2025-04-11T08:44:10Z |
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| spelling | Zhang, Liyi, author. Blind equalization in neural networks : theory, algorithms and application / Liyi Zhang, Yunshan Sun, Xiaoqin Zhang, Yu Bai. Berlin : De Gruyter ; [Beijing] : Tsinghua University Press, [2018] ©2018 1 online resource : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier Introduction -- The fundamental theory of neural network blind equalization algorithm -- Research of blind equalization algorithms based on FFNN -- Research of blind equalization algorithms based on the FBNN -- Research of blind equalization algorithms based on FNN -- Blind equalization algorithm based on evolutionary neural network -- Blind equalization algorithm based on wavelet neural network -- Application of neural network blind equalization algorithm in medical image processing. Includes bibliographical references and index. Online resource; title from digital title page (viewed on March 27, 2018). 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. Neural networks (Computer science) http://id.loc.gov/authorities/subjects/sh90001937 Neural networks (Neurobiology) http://id.loc.gov/authorities/subjects/sh93002348 Neural Networks, Computer https://id.nlm.nih.gov/mesh/D016571 Réseaux neuronaux (Informatique) Réseaux neuronaux (Neurobiologie) COMPUTERS General. bisacsh Neural networks (Computer science) fast Neural networks (Neurobiology) fast Sun, Yunshan, author. Zhang, Xiaoqin, author. Bai, Yu, author. Print version: Zhang, Liyi. Blind equalization in neural networks 3110449625 9783110449624 (OCoLC)1018365607 |
| spellingShingle | Zhang, Liyi Sun, Yunshan Zhang, Xiaoqin Bai, Yu Blind equalization in neural networks : theory, algorithms and application / Introduction -- The fundamental theory of neural network blind equalization algorithm -- Research of blind equalization algorithms based on FFNN -- Research of blind equalization algorithms based on the FBNN -- Research of blind equalization algorithms based on FNN -- Blind equalization algorithm based on evolutionary neural network -- Blind equalization algorithm based on wavelet neural network -- Application of neural network blind equalization algorithm in medical image processing. Neural networks (Computer science) http://id.loc.gov/authorities/subjects/sh90001937 Neural networks (Neurobiology) http://id.loc.gov/authorities/subjects/sh93002348 Neural Networks, Computer https://id.nlm.nih.gov/mesh/D016571 Réseaux neuronaux (Informatique) Réseaux neuronaux (Neurobiologie) COMPUTERS General. bisacsh Neural networks (Computer science) fast Neural networks (Neurobiology) fast |
| subject_GND | http://id.loc.gov/authorities/subjects/sh90001937 http://id.loc.gov/authorities/subjects/sh93002348 https://id.nlm.nih.gov/mesh/D016571 |
| title | Blind equalization in neural networks : theory, algorithms and application / |
| title_auth | Blind equalization in neural networks : theory, algorithms and application / |
| title_exact_search | Blind equalization in neural networks : theory, algorithms and application / |
| title_full | Blind equalization in neural networks : theory, algorithms and application / Liyi Zhang, Yunshan Sun, Xiaoqin Zhang, Yu Bai. |
| title_fullStr | Blind equalization in neural networks : theory, algorithms and application / Liyi Zhang, Yunshan Sun, Xiaoqin Zhang, Yu Bai. |
| title_full_unstemmed | Blind equalization in neural networks : theory, algorithms and application / Liyi Zhang, Yunshan Sun, Xiaoqin Zhang, Yu Bai. |
| title_short | Blind equalization in neural networks : |
| title_sort | blind equalization in neural networks theory algorithms and application |
| title_sub | theory, algorithms and application / |
| topic | Neural networks (Computer science) http://id.loc.gov/authorities/subjects/sh90001937 Neural networks (Neurobiology) http://id.loc.gov/authorities/subjects/sh93002348 Neural Networks, Computer https://id.nlm.nih.gov/mesh/D016571 Réseaux neuronaux (Informatique) Réseaux neuronaux (Neurobiologie) COMPUTERS General. bisacsh Neural networks (Computer science) fast Neural networks (Neurobiology) fast |
| topic_facet | Neural networks (Computer science) Neural networks (Neurobiology) Neural Networks, Computer Réseaux neuronaux (Informatique) Réseaux neuronaux (Neurobiologie) COMPUTERS General. |
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