Diffuse Algorithms for Neural and Neuro-Fuzzy Networks : With Applications in Control Engineering and Signal Processing /
Diffuse Algorithms for Neural and Neuro-Fuzzy Networks: With Applications in Control Engineering and Signal Processing presents new approaches to training neural and neuro-fuzzy networks. This book is divided into six chapters. Chapter 1 consists of plants models reviews, problems statements, and kn...
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| Language: | eng |
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Oxford, United Kingdom : Butterworth-Heinemann is an imprint of Elsevier,
2017
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| Online Access: | https://www.sciencedirect.com/science/book/9780128126097 |
| _version_ | 1826472441440894976 |
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| author | Skorohod, Boris A., author 649901 ScienceDirect (Online service) 7722 |
| author_facet | Skorohod, Boris A., author 649901 ScienceDirect (Online service) 7722 |
| author_sort | Skorohod, Boris A., author 649901 |
| collection | OCEAN |
| description | Diffuse Algorithms for Neural and Neuro-Fuzzy Networks: With Applications in Control Engineering and Signal Processing presents new approaches to training neural and neuro-fuzzy networks. This book is divided into six chapters. Chapter 1 consists of plants models reviews, problems statements, and known results that are relevant to the subject matter of this book. Chapter 2 considers the RLS behavior on a finite interval. The theoretical results are illustrated by examples of solving problems of identification, control, and signal processing. |
| first_indexed | 2024-03-05T17:18:32Z |
| format | |
| id | KOHA-OAI-TEST:605883 |
| institution | Universiti Teknologi Malaysia - OCEAN |
| language | eng |
| last_indexed | 2024-03-05T17:18:32Z |
| publishDate | 2017 |
| publisher | Oxford, United Kingdom : Butterworth-Heinemann is an imprint of Elsevier, |
| record_format | dspace |
| spelling | KOHA-OAI-TEST:6058832023-08-02T00:53:53ZDiffuse Algorithms for Neural and Neuro-Fuzzy Networks : With Applications in Control Engineering and Signal Processing / Skorohod, Boris A., author 649901 ScienceDirect (Online service) 7722 Electronic books 631902 Oxford, United Kingdom : Butterworth-Heinemann is an imprint of Elsevier,©20172017engDiffuse Algorithms for Neural and Neuro-Fuzzy Networks: With Applications in Control Engineering and Signal Processing presents new approaches to training neural and neuro-fuzzy networks. This book is divided into six chapters. Chapter 1 consists of plants models reviews, problems statements, and known results that are relevant to the subject matter of this book. Chapter 2 considers the RLS behavior on a finite interval. The theoretical results are illustrated by examples of solving problems of identification, control, and signal processing.1. Introduction -- 2. Diffuse algorithms for estimating parameters of linear regression -- 3. Statistical analysis of fluctuations of least squares algorithm on final time interval -- 4. Diffuse neural and neuro-fuzzy networks training algorithms -- 5. Diffuse Kalman filter -- 6. Applications of diffuse algorithms.Diffuse Algorithms for Neural and Neuro-Fuzzy Networks: With Applications in Control Engineering and Signal Processing presents new approaches to training neural and neuro-fuzzy networks. This book is divided into six chapters. Chapter 1 consists of plants models reviews, problems statements, and known results that are relevant to the subject matter of this book. Chapter 2 considers the RLS behavior on a finite interval. The theoretical results are illustrated by examples of solving problems of identification, control, and signal processing.Neural networks (Computer science)Fuzzy systemsAutomatic controlSignal processinghttps://www.sciencedirect.com/science/book/9780128126097URN:ISBN:9780128126097Remote access restricted to users with a valid UTM ID via VPN. |
| spellingShingle | Neural networks (Computer science) Fuzzy systems Automatic control Signal processing Skorohod, Boris A., author 649901 ScienceDirect (Online service) 7722 Diffuse Algorithms for Neural and Neuro-Fuzzy Networks : With Applications in Control Engineering and Signal Processing / |
| title | Diffuse Algorithms for Neural and Neuro-Fuzzy Networks : With Applications in Control Engineering and Signal Processing / |
| title_full | Diffuse Algorithms for Neural and Neuro-Fuzzy Networks : With Applications in Control Engineering and Signal Processing / |
| title_fullStr | Diffuse Algorithms for Neural and Neuro-Fuzzy Networks : With Applications in Control Engineering and Signal Processing / |
| title_full_unstemmed | Diffuse Algorithms for Neural and Neuro-Fuzzy Networks : With Applications in Control Engineering and Signal Processing / |
| title_short | Diffuse Algorithms for Neural and Neuro-Fuzzy Networks : With Applications in Control Engineering and Signal Processing / |
| title_sort | diffuse algorithms for neural and neuro fuzzy networks with applications in control engineering and signal processing |
| topic | Neural networks (Computer science) Fuzzy systems Automatic control Signal processing |
| url | https://www.sciencedirect.com/science/book/9780128126097 |
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