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Diffuse Algorithms for Neural and Neuro-Fuzzy Networks: With Applications in Control Engineering and Signal Processing free ebook download

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Digital Signal Processing

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Author(s):	Boris.A Skorohod, Skorohod, Boris.A

Date:	March 1, 2017	Format:	pdf	Language:	English	ISBN/ASIN:	0128126094
Pages:	220	OCR:		Quality:		ISBN13:
Uploader:	maveriks	Upload Date:	7/20/2020 5:46:23 AM

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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. 
Properties of the bias, the matrix of second-order moments and the normalized average squared error of the RLS algorithm on a finite time interval are studied in Chapter 3. Chapter 4 deals with the problem of multilayer neural and neuro-fuzzy networks training with simultaneous estimation of the hidden and output layers parameters. The theoretical results are illustrated with the examples of pattern recognition, identification of nonlinear static, and dynamic plants. 
Chapter 5 considers the estimation problem of the state and the parameters of the discrete dynamic plants in the absence of a priori statistical information about initial conditions or its incompletion. The Kalman filter and the extended Kalman filter diffuse analogues are obtained. Finally, Chapter 6 provides examples of the use of diffuse algorithms for solving problems in various engineering applications. This book is ideal for researchers and graduate students in control, signal processing, and machine learning.

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2828075	Book	https://nitroflare.com/view/7B3E6B0B7D91...		6.77	maveriks

Tags: Algorithms Applications Control Diffuse Engineering Networks Neural Neuro-Fuzzy Processing Signal

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Diffuse Algorithms for Neural and Neuro-Fuzzy Networks: With Applications in Control Engineering and Signal Processing free ebook download

Category: Digital Signal Processing

Description: Click to see full description

Category:
Digital Signal Processing