Radial Basis Function Neural Networks With Sequential Learning Progress In Neural Processing

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Radial Basis Function Neural Networks With Sequential Learning, Progress In Neural Processing

Author : Ying Wei Lu
Publisher : World Scientific
ISBN 13 : 9814495271
Total Pages : 231 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Radial Basis Function Neural Networks With Sequential Learning, Progress In Neural Processing by : Ying Wei Lu

Download or read book Radial Basis Function Neural Networks With Sequential Learning, Progress In Neural Processing written by Ying Wei Lu and published by World Scientific. This book was released on 1999-10-04 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents in detail the newly developed sequential learning algorithm for radial basis function neural networks, which realizes a minimal network. This algorithm, created by the authors, is referred to as Minimal Resource Allocation Networks (MRAN). The book describes the application of MRAN in different areas, including pattern recognition, time series prediction, system identification, control, communication and signal processing. Benchmark problems from these areas have been studied, and MRAN is compared with other algorithms. In order to make the book self-contained, a review of the existing theory of RBF networks and applications is given at the beginning.

Radial Basis Function Networks 1

Author : Robert J.Howlett
Publisher : Springer Science & Business Media
ISBN 13 : 9783790813678
Total Pages : 344 pages
Book Rating : 4.8/5 (136 download)

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Book Synopsis Radial Basis Function Networks 1 by : Robert J.Howlett

Download or read book Radial Basis Function Networks 1 written by Robert J.Howlett and published by Springer Science & Business Media. This book was released on 2001-03-27 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Radial Basis Function (RBF) neural network has gained in popularity over recent years because of its rapid training and its desirable properties in classification and functional approximation applications. RBF network research has focused on enhanced training algorithms and variations on the basic architecture to improve the performance of the network. In addition, the RBF network is proving to be a valuable tool in a diverse range of application areas, for example, robotics, biomedical engineering, and the financial sector. The two volumes provide a comprehensive survey of the latest developments in this area. Volume 1 covers advances in training algorithms, variations on the architecture and function of the basis neurons, and hybrid paradigms, for example RBF learning using genetic algorithms. Both volumes will prove extremely useful to practitioners in the field, engineers, researchers and technically accomplished managers.

Fully Tuned Radial Basis Function Neural Networks for Flight Control

Author : N. Sundararajan
Publisher : Springer Science & Business Media
ISBN 13 : 1475752865
Total Pages : 167 pages
Book Rating : 4.4/5 (757 download)

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Book Synopsis Fully Tuned Radial Basis Function Neural Networks for Flight Control by : N. Sundararajan

Download or read book Fully Tuned Radial Basis Function Neural Networks for Flight Control written by N. Sundararajan and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fully Tuned Radial Basis Function Neural Networks for Flight Control presents the use of the Radial Basis Function (RBF) neural networks for adaptive control of nonlinear systems with emphasis on flight control applications. A Lyapunov synthesis approach is used to derive the tuning rules for the RBF controller parameters in order to guarantee the stability of the closed loop system. Unlike previous methods that tune only the weights of the RBF network, this book presents the derivation of the tuning law for tuning the centers, widths, and weights of the RBF network, and compares the results with existing algorithms. It also includes a detailed review of system identification, including indirect and direct adaptive control of nonlinear systems using neural networks. Fully Tuned Radial Basis Function Neural Networks for Flight Control is an excellent resource for professionals using neural adaptive controllers for flight control applications.

Recurrent Neural Networks

Author : Fouad Sabry
Publisher : One Billion Knowledgeable
ISBN 13 :
Total Pages : 133 pages
Book Rating : 4.:/5 (661 download)

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Book Synopsis Recurrent Neural Networks by : Fouad Sabry

Download or read book Recurrent Neural Networks written by Fouad Sabry and published by One Billion Knowledgeable. This book was released on 2023-06-26 with total page 133 pages. Available in PDF, EPUB and Kindle. Book excerpt: What Is Recurrent Neural Networks An artificial neural network that belongs to the class known as recurrent neural networks (RNNs) is one in which the connections between its nodes can form a cycle. This allows the output of some nodes to have an effect on subsequent input to the very same nodes. Because of this, it is able to display temporally dynamic behavior. RNNs are a descendant of feedforward neural networks and have the ability to use their internal state (memory) to process input sequences of varying lengths. Because of this, they are suitable for applications such as speech recognition and unsegmented, connected handwriting recognition. Theoretically, recurrent neural networks are considered to be Turing complete since they are able to execute arbitrary algorithms and interpret arbitrary sequences of inputs. How You Will Benefit (I) Insights, and validations about the following topics: Chapter 1: Recurrent neural network Chapter 2: Artificial neural network Chapter 3: Backpropagation Chapter 4: Long short-term memory Chapter 5: Types of artificial neural networks Chapter 6: Deep learning Chapter 7: Vanishing gradient problem Chapter 8: Bidirectional recurrent neural networks Chapter 9: Gated recurrent unit Chapter 10: Attention (machine learning) (II) Answering the public top questions about recurrent neural networks. (III) Real world examples for the usage of recurrent neural networks in many fields. Who This Book Is For Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of recurrent neural networks. What Is Artificial Intelligence Series The Artificial Intelligence book series provides comprehensive coverage in over 200 topics. Each ebook covers a specific Artificial Intelligence topic in depth, written by experts in the field. The series aims to give readers a thorough understanding of the concepts, techniques, history and applications of artificial intelligence. Topics covered include machine learning, deep learning, neural networks, computer vision, natural language processing, robotics, ethics and more. The ebooks are written for professionals, students, and anyone interested in learning about the latest developments in this rapidly advancing field. The artificial intelligence book series provides an in-depth yet accessible exploration, from the fundamental concepts to the state-of-the-art research. With over 200 volumes, readers gain a thorough grounding in all aspects of Artificial Intelligence. The ebooks are designed to build knowledge systematically, with later volumes building on the foundations laid by earlier ones. This comprehensive series is an indispensable resource for anyone seeking to develop expertise in artificial intelligence.

Multi-Resolution Methods for Modeling and Control of Dynamical Systems

Author : Puneet Singla
Publisher : CRC Press
ISBN 13 : 1584887702
Total Pages : 316 pages
Book Rating : 4.5/5 (848 download)

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Book Synopsis Multi-Resolution Methods for Modeling and Control of Dynamical Systems by : Puneet Singla

Download or read book Multi-Resolution Methods for Modeling and Control of Dynamical Systems written by Puneet Singla and published by CRC Press. This book was released on 2008-08-01 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unifying the most important methodology in this field, Multi-Resolution Methods for Modeling and Control of Dynamical Systems explores existing approximation methods as well as develops new ones for the approximate solution of large-scale dynamical system problems. It brings together a wide set of material from classical orthogonal function

Intelligent Information and Database Systems

Author : Ngoc Thanh Nguyen
Publisher : Springer Science & Business Media
ISBN 13 : 3642200419
Total Pages : 605 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Intelligent Information and Database Systems by : Ngoc Thanh Nguyen

Download or read book Intelligent Information and Database Systems written by Ngoc Thanh Nguyen and published by Springer Science & Business Media. This book was released on 2011-04-04 with total page 605 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNAI 6591 and LNCS 6592 constitutes the refereed proceedings of the Third International Conference on Intelligent Information and Database Systems, ACIIDS 2011, held in Daegu, Korea, in April 2011. The 110 revised papers presented together with 2 keynote speeches were carefully reviewed and selected from 310 submissions. The papers are thematically divided into two volumes; they cover the following topics: intelligent database systems, data warehouses and data mining, natural language processing and computational linguistics, semantic Web, social networks and recommendation systems, technologies for intelligent information systems, collaborative systems and applications, e-business and e-commerce systems, e-learning systems, information modeling and requirements engineering, information retrieval systems, intelligent agents and multi-agent systems, intelligent information systems, intelligent internet systems, intelligent optimization techniques, object-relational DBMS, ontologies and knowledge sharing, semi-structured and XML database systems, unified modeling language and unified processes, Web services and semantic Web, computer networks and communication systems.

ISCS 2014: Interdisciplinary Symposium on Complex Systems

Author : Ali Sanayei
Publisher : Springer
ISBN 13 : 3319107593
Total Pages : 362 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis ISCS 2014: Interdisciplinary Symposium on Complex Systems by : Ali Sanayei

Download or read book ISCS 2014: Interdisciplinary Symposium on Complex Systems written by Ali Sanayei and published by Springer. This book was released on 2014-08-28 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book you hold in your hands is the outcome of the “2014 Interdisciplinary Symposium on Complex Systems” held in the historical city of Florence. The book consists of 37 chapters from 4 areas of Physical Modeling of Complex Systems, Evolutionary Computations, Complex Biological Systems and Complex Networks. All 4 parts contain contributions that give interesting point of view on complexity in different areas in science and technology. The book starts with a comprehensive overview and classification of complexity problems entitled Physics in the world of ideas: Complexity as Energy” , followed by chapters about complexity measures and physical principles, its observation, modeling and its applications, to solving various problems including real-life applications. Further chapters contain recent research about evolution, randomness and complexity, as well as complexity in biological systems and complex networks. All selected papers represent innovative ideas, philosophical overviews and state-of-the-art discussions on aspects of complexity. The book will be useful as an instructional material for senior undergraduate and entry-level graduate students in computer science, physics, applied mathematics and engineering-type work in the area of complexity. The book will also be valuable as a resource of knowledge for practitioners who want to apply complexity to solve real-life problems in their own challenging applications.

Neurocomputational Models Of Cognitive Development And Processing - Proceedings Of The 14th Neural Computation And Psychology Workshop

Download Neurocomputational Models Of Cognitive Development And Processing - Proceedings Of The 14th Neural Computation And Psychology Workshop PDF Online Free

Author : Alastair Smith
Publisher : World Scientific
ISBN 13 : 9814699357
Total Pages : 153 pages
Book Rating : 4.8/5 (146 download)

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Book Synopsis Neurocomputational Models Of Cognitive Development And Processing - Proceedings Of The 14th Neural Computation And Psychology Workshop by : Alastair Smith

Download or read book Neurocomputational Models Of Cognitive Development And Processing - Proceedings Of The 14th Neural Computation And Psychology Workshop written by Alastair Smith and published by World Scientific. This book was released on 2016-09-29 with total page 153 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents peer-reviewed versions of papers presented at the 14th Neural Computation and Psychology Workshop (NCPW14), which took place in July 2014 at Lancaster University, UK. The workshop draws international attendees from the cutting edge of interdisciplinary research in psychology, computational modeling, artificial intelligence and psychology, and aims to drive forward our understanding of the mechanisms underlying a range of cognitive processes.

Disorder Versus Order in Brain Function

Author : Peter rhem
Publisher : World Scientific
ISBN 13 : 9810240082
Total Pages : 286 pages
Book Rating : 4.8/5 (12 download)

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Book Synopsis Disorder Versus Order in Brain Function by : Peter rhem

Download or read book Disorder Versus Order in Brain Function written by Peter rhem and published by World Scientific. This book was released on 2000 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offers a collection of diverse essays by such authors as Diana Smetters, Hermann Haken, and Scott Kelso.

Disorder Versus Order In Brain Function, Essays In Theoretical Neurobi

Author : Peter Arhem
Publisher : World Scientific
ISBN 13 : 9814494488
Total Pages : 286 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Disorder Versus Order In Brain Function, Essays In Theoretical Neurobi by : Peter Arhem

Download or read book Disorder Versus Order In Brain Function, Essays In Theoretical Neurobi written by Peter Arhem and published by World Scientific. This book was released on 2000-06-12 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: The main aim of this book is to raise and clear up the intriguing problems of noise and chaos in the nervous system. What functional role do fluctuations in neural systems play? Are there chaotic processes in the brain? What is the neural code, and how robust is it towards noise? Are there mechanisms that can control noise and chaos?The book provides an introduction to this new and hot field of research, and at the same time brings the reader to the forefront of scientific inquiry. It is intended primarily for biologists involved in theoretical treatment and for physicists with an interest in biology, but the overview character of the articles makes it also well suited for a broader readership.

Deep Learning Techniques and Optimization Strategies in Big Data Analytics

Author : Thomas, J. Joshua
Publisher : IGI Global
ISBN 13 : 1799811948
Total Pages : 355 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Deep Learning Techniques and Optimization Strategies in Big Data Analytics by : Thomas, J. Joshua

Download or read book Deep Learning Techniques and Optimization Strategies in Big Data Analytics written by Thomas, J. Joshua and published by IGI Global. This book was released on 2019-11-29 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many approaches have sprouted from artificial intelligence (AI) and produced major breakthroughs in the computer science and engineering industries. Deep learning is a method that is transforming the world of data and analytics. Optimization of this new approach is still unclear, however, and there’s a need for research on the various applications and techniques of deep learning in the field of computing. Deep Learning Techniques and Optimization Strategies in Big Data Analytics is a collection of innovative research on the methods and applications of deep learning strategies in the fields of computer science and information systems. While highlighting topics including data integration, computational modeling, and scheduling systems, this book is ideally designed for engineers, IT specialists, data analysts, data scientists, engineers, researchers, academicians, and students seeking current research on deep learning methods and its application in the digital industry.

Development and Applications of a Sequential, Minimal, Radial Basis Function (RBF) Neural Network Learning Algorithm

Author : Ying Wei Lu
Publisher :
ISBN 13 :
Total Pages : 111 pages
Book Rating : 4.:/5 (686 download)

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Book Synopsis Development and Applications of a Sequential, Minimal, Radial Basis Function (RBF) Neural Network Learning Algorithm by : Ying Wei Lu

Download or read book Development and Applications of a Sequential, Minimal, Radial Basis Function (RBF) Neural Network Learning Algorithm written by Ying Wei Lu and published by . This book was released on 1997 with total page 111 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Regularized Radial Basis Function Networks

Author : Paul V. Yee
Publisher : Wiley-Interscience
ISBN 13 :
Total Pages : 216 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Regularized Radial Basis Function Networks by : Paul V. Yee

Download or read book Regularized Radial Basis Function Networks written by Paul V. Yee and published by Wiley-Interscience. This book was released on 2001-04-16 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: Simon Haykin is a well-known author of books on neural networks. * An authoritative book dealing with cutting edge technology. * This book has no competition.

Connectionist Models Of Cognition And Perception - Proceedings Of The Seventh Neural Computation And Psychology Workshop

Author : John A Bullinaria
Publisher : World Scientific
ISBN 13 : 9814488348
Total Pages : 316 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Connectionist Models Of Cognition And Perception - Proceedings Of The Seventh Neural Computation And Psychology Workshop by : John A Bullinaria

Download or read book Connectionist Models Of Cognition And Perception - Proceedings Of The Seventh Neural Computation And Psychology Workshop written by John A Bullinaria and published by World Scientific. This book was released on 2002-05-30 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: Connectionist Models of Cognition and Perception collects together refereed versions of twenty-three papers presented at the Seventh Neural Computation and Psychology Workshop (NCPW7). This workshop series is a well-established and unique forum that brings together researchers from such diverse disciplines as artificial intelligence, cognitive science, computer science, neurobiology, philosophy and psychology to discuss their latest work on connectionist modelling in psychology.The articles have the main theme of connectionist modelling of cognition and perception, and are organised into six sections, on: cell assemblies, representation, memory, perception, vision and language. This book is an invaluable resource for researchers interested in neural models of psychological phenomena.

Connectionist Models Of Behaviour And Cognition Ii - Proceedings Of The 11th Neural Computation And Psychology Workshop

Author : Julien Mayor
Publisher : World Scientific
ISBN 13 : 9814470058
Total Pages : 427 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Connectionist Models Of Behaviour And Cognition Ii - Proceedings Of The 11th Neural Computation And Psychology Workshop by : Julien Mayor

Download or read book Connectionist Models Of Behaviour And Cognition Ii - Proceedings Of The 11th Neural Computation And Psychology Workshop written by Julien Mayor and published by World Scientific. This book was released on 2009-04-21 with total page 427 pages. Available in PDF, EPUB and Kindle. Book excerpt: The neural computational approach to cognitive and psychological processes is relatively new. However, Neural Computation and Psychology Workshops (NCPW), first held 16 years ago, lie at the heart of this fast-moving discipline, thanks to its interdisciplinary nature — bringing together researchers from different disciplines such as artificial intelligence, cognitive science, computer science, neurobiology, philosophy and psychology to discuss their work on models of cognitive processes.Once again, the Eleventh Neural Computation and Psychology Workshop (NCPW11), held in 2008 at the University of Oxford (England), reflects the interdisciplinary nature and wide range of backgrounds of this field. This volume is a collection of peer-reviewed contributions of most of the papers presented at NCPW11 by researchers from four continents and 15 countries.

Connectionist Models of Cognition and Perception

Author : John Andrew Bullinaria
Publisher : World Scientific
ISBN 13 : 9789812777256
Total Pages : 324 pages
Book Rating : 4.7/5 (772 download)

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Book Synopsis Connectionist Models of Cognition and Perception by : John Andrew Bullinaria

Download or read book Connectionist Models of Cognition and Perception written by John Andrew Bullinaria and published by World Scientific. This book was released on 2002 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: Connectionist Models of Cognition and Perception collects together refereed versions of twenty-three papers presented at the Seventh Neural Computation and Psychology Workshop (NCPW7). This workshop series is a well-established and unique forum that brings together researchers from such diverse disciplines as artificial intelligence, cognitive science, computer science, neurobiology, philosophy and psychology to discuss their latest work on connectionist modelling in psychology.The articles have the main theme of connectionist modelling of cognition and perception, and are organised into six sections, on: cell assemblies, representation, memory, perception, vision and language. This book is an invaluable resource for researchers interested in neural models of psychological phenomena.

Vision

Author : Jeanny Hrault
Publisher : World Scientific
ISBN 13 : 9814273694
Total Pages : 308 pages
Book Rating : 4.8/5 (142 download)

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Book Synopsis Vision by : Jeanny Hrault

Download or read book Vision written by Jeanny Hrault and published by World Scientific. This book was released on 2010 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: At the fascinating frontiers of neurobiology, mathematics and psychophysics, this book addresses the problem of human and computer vision on the basis of cognitive modeling. After recalling the physics of light and its transformation through media and optics, Hrault presents the principles of the primate's visual system in terms of anatomy and functionality. Then, the neuronal circuitry of the retina is analyzed in terms of spatio?temporal filtering. This basic model is extended to the concept of neuromorphic circuits for motion processing and to the processing of color in the retina. For more in-depth studies, the adaptive non-linear properties of the photoreceptors and of ganglion cells are addressed, exhibiting all the power of the retinal pre-processing of images as a system of information cleaning suitable for further cortical processing. As a target of retinal information, the primary visual area is presented as a bank of filters able to extract valuable descriptors of images, suitable for categorization and recognition and also for local information extraction such as saliency and perspective. All along the book, many comparisons between the models and human perception are discussed as well as detailed applications to computer vision.