Diffuse Algorithms for Neural and Neuro Fuzzy Networks

Written By Boris.A Skorohod
Diffuse Algorithms for Neural and Neuro Fuzzy Networks
  • Publsiher : Butterworth-Heinemann
  • Release : 10 February 2017
  • ISBN : 0128126108
  • Pages : 220 pages
  • Rating : 4/5 from 21 reviews
GET THIS BOOKDiffuse Algorithms for Neural and Neuro Fuzzy Networks


Read or download book entitled Diffuse Algorithms for Neural and Neuro Fuzzy Networks written by Boris.A Skorohod which was release on 10 February 2017, this book published by Butterworth-Heinemann. Available in PDF, EPUB and Kindle Format. Book excerpt: 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. Presents a new approach to training which can be applied to solve the control, identification, signal processing, and classification problems arising in practice Offers an improvement from the existing learning techniques in control, robotics, and machine learning Provides examples of the use of diffuse algorithms for solving problems in various engineering applications

Diffuse Algorithms for Neural and Neuro Fuzzy Networks

Diffuse Algorithms for Neural and Neuro Fuzzy Networks
  • Author : Boris.A Skorohod
  • Publisher : Butterworth-Heinemann
  • Release Date : 2017-02-10
  • Total pages : 220
  • ISBN : 0128126108
GET BOOK

Summary : 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 ...

Diffuse Algorithms for Neural Networks

Diffuse Algorithms for Neural Networks
  • Author : Ghanta BABU
  • Publisher : Unknown
  • Release Date : 2018-12
  • Total pages : 208
  • ISBN : 0128126108
GET BOOK

Summary : The problem of neural and neuro-fuzzy networks training is considered in this book. The author's attention is concentrated on the approaches which are based on the use of a separable structure of plants models--nonlinear with respect to some unknown parameters and linear relating to the others. It may be, for ...

Advantages and Pitfalls of Pattern Recognition

Advantages and Pitfalls of Pattern Recognition
  • Author : Horst Langer,Susanna Falsaperla,Conny Hammer
  • Publisher : Elsevier
  • Release Date : 2019-11-23
  • Total pages : 350
  • ISBN : 0128126108
GET BOOK

Summary : Advantages and Pitfalls of Pattern Recognition presents various methods of pattern recognition and classification, useful to geophysicists, geochemists, geologists, geographers, data analysts, and educators and students of geosciences. Scientific and technological progress has dramatically improved the knowledge of our planet with huge amounts of digital data available in various fields ...

Neural Network Models of Cognition

Neural Network Models of Cognition
  • Author : J.W. Donahoe,V.P. Dorsel
  • Publisher : Elsevier
  • Release Date : 1997-09-26
  • Total pages : 585
  • ISBN : 0128126108
GET BOOK

Summary : This internationally authored volume presents major findings, concepts, and methods of behavioral neuroscience coordinated with their simulation via neural networks. A central theme is that biobehaviorally constrained simulations provide a rigorous means to explore the implications of relatively simple processes for the understanding of cognition (complex behavior). Neural networks are ...

Signal Processing in Neuroscience

Signal Processing in Neuroscience
  • Author : Xiaoli Li
  • Publisher : Springer
  • Release Date : 2016-08-31
  • Total pages : 288
  • ISBN : 0128126108
GET BOOK

Summary : This book reviews cutting-edge developments in neural signalling processing (NSP), systematically introducing readers to various models and methods in the context of NSP. Neuronal Signal Processing is a comparatively new field in computer sciences and neuroscience, and is rapidly establishing itself as an important tool, one that offers an ideal ...

Handbook of Neurophotonics

Handbook of Neurophotonics
  • Author : Francesco S. Pavone,Shy Shoham
  • Publisher : CRC Press
  • Release Date : 2020-05-10
  • Total pages : 448
  • ISBN : 0128126108
GET BOOK

Summary : The Handbook of Neurophotonics provides a dedicated overview of neurophotonics, covering the use of advanced optical technologies to record, stimulate, and control the activity of the brain, yielding new insight and advantages over conventional tools due to the adaptability and non-invasive nature of light. Including 32 colour figures, this book addresses ...

From Neuron to Cognition via Computational Neuroscience

From Neuron to Cognition via Computational Neuroscience
  • Author : Michael A. Arbib,James J. Bonaiuto
  • Publisher : MIT Press
  • Release Date : 2016-11-11
  • Total pages : 808
  • ISBN : 0128126108
GET BOOK

Summary : A comprehensive, integrated, and accessible textbook presenting core neuroscientific topics from a computational perspective, tracing a path from cells and circuits to behavior and cognition. This textbook presents a wide range of subjects in neuroscience from a computational perspective. It offers a comprehensive, integrated introduction to core topics, using computational ...

Youmans and Winn Neurological Surgery

Youmans and Winn Neurological Surgery
  • Author : H. Richard Winn
  • Publisher : Elsevier Health Sciences
  • Release Date : 2022-01-21
  • Total pages : 4568
  • ISBN : 0128126108
GET BOOK

Summary : Widely regarded as the definitive reference in the field, Youmans and Winn Neurological Surgery offers unparalleled, multimedia coverage of the entirety of this complex specialty. Fully updated to reflect recent advances in the basic and clinical neurosciences, the 8th Edition covers everything you need to know about functional and restorative ...

New Horizons in Neurovascular Coupling A Bridge Between Brain Circulation and Neural Plasticity

New Horizons in Neurovascular Coupling  A Bridge Between Brain Circulation and Neural Plasticity
  • Author : Anonim
  • Publisher : Elsevier
  • Release Date : 2016-04-26
  • Total pages : 298
  • ISBN : 0128126108
GET BOOK

Summary : New Horizons in Neurovascular Coupling: A Bridge Between Brain Circulation and Neural Plasticity is the latest volume in the Progress in Brain Research series that focuses on new trends and developments in neurovascular coupling. This established international series examines major areas of basic and clinical research within the neurosciences, as ...

The Evolutionary Neuroethology of Paul MacLean

The Evolutionary Neuroethology of Paul MacLean
  • Author : Gerald A. Cory,Russell Gardner
  • Publisher : Greenwood Publishing Group
  • Release Date : 2002
  • Total pages : 432
  • ISBN : 0128126108
GET BOOK

Summary : Cory, Gardner, and their contributors argue that how the brain is constructed determines how people behave socially. This has been a neglected thesis, except for a few pioneers, of whom Paul MacLean has been most outstanding. His animal observations, brain research, and evolutionary formulations have formed the basis of new ...

Neurophotonics and Biomedical Spectroscopy

Neurophotonics and Biomedical Spectroscopy
  • Author : Robert R. Alfano,Lingyan Shi
  • Publisher : William Andrew
  • Release Date : 2018-11-22
  • Total pages : 610
  • ISBN : 0128126108
GET BOOK

Summary : Neurophotonics and Biomedical Spectroscopy addresses the novel state-of-the-art work in non-invasive optical spectroscopic methods that detect the onset and progression of diseases and other conditions, including pre-malignancy, cancer, Alzheimer’s disease, tissue and cell response to therapeutic intervention, unintended injury and laser energy deposition. The book then highlights research in ...

Fuzzy and Neuro Fuzzy Systems in Medicine

Fuzzy and Neuro Fuzzy Systems in Medicine
  • Author : Horia-Nicolai L Teodorescu,Abraham Kandel,Lakhmi C. Jain
  • Publisher : CRC Press
  • Release Date : 2017-11-22
  • Total pages : 428
  • ISBN : 0128126108
GET BOOK

Summary : Fuzzy and Neuro-Fuzzy Systems in Medicineprovides a thorough review of state-of-the-art techniques and practices, defines and explains relevant problems, as well as provides solutions to these problems. After an introduction, the book progresses from one topic to another - with a linear development from fundamentals to applications....

Traumatic Brain Injury as a Systems Neuroscience Problem

Traumatic Brain Injury as a Systems Neuroscience Problem
  • Author : H. Isaac Chen,John F. Burke,Akiva S. Cohen
  • Publisher : Frontiers Media SA
  • Release Date : 2017-04-27
  • Total pages : 212
  • ISBN : 0128126108
GET BOOK

Summary : Traumatic brain injury (TBI) is traditionally viewed as an anatomic and neuropathological condition. Caring for TBI patients is a matter of defining the extent of an anatomical lesion, managing this lesion, and minimizing secondary brain injury. On the research side, the effects of TBI often are studied in the context ...

Physical Management for Neurological Conditions E Book

Physical Management for Neurological Conditions E Book
  • Author : Sheila Lennon,Gita Ramdharry,Geert Verheyden
  • Publisher : Elsevier Health Sciences
  • Release Date : 2018-07-28
  • Total pages : 592
  • ISBN : 0128126108
GET BOOK

Summary : The second edition of the Neurological Physiotherapy Pocketbook is the only book for physiotherapists that provides essential evidence-based information in a unique and easy-to-use format, applicable to clinical settings. Written by new international editors and contributors, this pocketbook provides quick and easy access to essential clinical information....

Artificial Neural Nets and Genetic Algorithms

Artificial Neural Nets and Genetic Algorithms
  • Author : Vera Kurkova,Nigel C. Steele,Roman Neruda,Miroslav Karny
  • Publisher : Springer Science & Business Media
  • Release Date : 2001-04-11
  • Total pages : 528
  • ISBN : 0128126108
GET BOOK

Summary : The first ICANNGA conference, devoted to biologically inspired computational paradigms, Neural Net works and Genetic Algorithms, was held in Innsbruck, Austria, in 1993. The meeting attracted researchers from all over Europe and further afield, who decided that this particular blend of topics should form a theme for a series of biennial ...