Complex Valued Neural Networks Systems With Time Delay

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Complex-Valued Neural Networks Systems with Time Delay

Author : Ziye Zhang
Publisher : Springer Nature
ISBN 13 : 981195450X
Total Pages : 236 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Complex-Valued Neural Networks Systems with Time Delay by : Ziye Zhang

Download or read book Complex-Valued Neural Networks Systems with Time Delay written by Ziye Zhang and published by Springer Nature. This book was released on 2022-11-05 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides up-to-date developments in the stability analysis and (anti-)synchronization control area for complex-valued neural networks systems with time delay. It brings out the characteristic systematism in them and points out further insight to solve relevant problems. It presents a comprehensive, up-to-date, and detailed treatment of dynamical behaviors including stability analysis and (anti-)synchronization control. The materials included in the book are mainly based on the recent research work carried on by the authors in this domain. The book is a useful reference for all those from senior undergraduates, graduate students, to senior researchers interested in or working with control theory, applied mathematics, system analysis and integration, automation, nonlinear science, computer and other related fields, especially those relevant scientific and technical workers in the research of complex-valued neural network systems, dynamic systems, and intelligent control theory.

Complex-valued Neural Networks

Author : Akira Hirose
Publisher : World Scientific
ISBN 13 : 9812384642
Total Pages : 387 pages
Book Rating : 4.8/5 (123 download)

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Book Synopsis Complex-valued Neural Networks by : Akira Hirose

Download or read book Complex-valued Neural Networks written by Akira Hirose and published by World Scientific. This book was released on 2003 with total page 387 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, complex-valued neural networks have widened the scope of application in optoelectronics, imaging, remote sensing, quantum neural devices and systems, spatiotemporal analysis of physiological neural systems, and artificial neural information processing. In this first-ever book on complex-valued neural networks, the most active scientists at the forefront of the field describe theories and applications from various points of view to provide academic and industrial researchers with a comprehensive understanding of the fundamentals, features and prospects of the powerful complex-valued networks.

Complex-Valued Neural Networks

Author : Akira Hirose
Publisher : Springer
ISBN 13 : 3540334572
Total Pages : 180 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Complex-Valued Neural Networks by : Akira Hirose

Download or read book Complex-Valued Neural Networks written by Akira Hirose and published by Springer. This book was released on 2007-01-11 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph instructs graduate- and undergraduate-level students in electrical engineering, informatics, control engineering, mechanics, robotics, bioengineering on the concepts of complex-valued neural networks. Emphasizing basic concepts and ways of thinking about neural networks, the author focuses on neural networks that deal with complex numbers; the practical advantages of complex-valued neural networks, and their origins; the development of principal applications? The book uses detailed examples to answer these questions and more.

Differential Equations with Discontinuous Righthand Sides

Author : A.F. Filippov
Publisher : Springer Science & Business Media
ISBN 13 : 9401577935
Total Pages : 315 pages
Book Rating : 4.4/5 (15 download)

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Book Synopsis Differential Equations with Discontinuous Righthand Sides by : A.F. Filippov

Download or read book Differential Equations with Discontinuous Righthand Sides written by A.F. Filippov and published by Springer Science & Business Media. This book was released on 2013-11-22 with total page 315 pages. Available in PDF, EPUB and Kindle. Book excerpt: Approach your problems from the right end It isn't that they can't see the solution. It is and begin with the answers. Then one day, that they can't see the problem. perhaps you will find the final question. G. K. Chesterton. The Scandal of Father 'The Hermit Clad in Crane Feathers' in R. Brown 'The point of a Pin'. van Gulik's The Chinese Maze Murders. Growing specialization and diversification have brought a host of monographs and textbooks on increasingly specialized topics. However, the "tree" of knowledge of mathematics and related fields does not grow only by putting forth new branches. It also happens, quite often in fact, that branches which were thought to be completely disparate are suddenly seen to be related. Further, the kind and level of sophistication of mathematics applied in various sciences has changed drastically in recent years: measure theory is used (non-trivially) in regional and theoretical economics; algebraic geometry interacts with physics; the Minkowsky lemma, coding theory and the structure of water meet one another in packing and covering theory; quantum fields, crystal defects and mathematical programming profit from homotopy theory; Lie algebras are relevant to filtering; and prediction and electrical engineering can use Stein spaces. And in addition to this there are such new emerging subdisciplines as "experimental mathematics", "CFD", "completely integrable systems", "chaos, synergetics and large-scale order", which are almost impossible to fit into the existing classification schemes. They draw upon widely different sections of mathematics.

Research Trends in Multidisciplinary subjects - Volume 2

Author : Sruthi.S, Dr.D. David WinsterPraveenraj
Publisher : Archers & Elevators Publishing House
ISBN 13 : 9390996678
Total Pages : 273 pages
Book Rating : 4.3/5 (99 download)

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Book Synopsis Research Trends in Multidisciplinary subjects - Volume 2 by : Sruthi.S, Dr.D. David WinsterPraveenraj

Download or read book Research Trends in Multidisciplinary subjects - Volume 2 written by Sruthi.S, Dr.D. David WinsterPraveenraj and published by Archers & Elevators Publishing House. This book was released on with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Stability Analysis of Neural Networks

Author : Grienggrai Rajchakit
Publisher : Springer Nature
ISBN 13 : 9811665346
Total Pages : 415 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Stability Analysis of Neural Networks by : Grienggrai Rajchakit

Download or read book Stability Analysis of Neural Networks written by Grienggrai Rajchakit and published by Springer Nature. This book was released on 2021-12-05 with total page 415 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses recent research on the stability of various neural networks with constrained signals. It investigates stability problems for delayed dynamical systems where the main purpose of the research is to reduce the conservativeness of the stability criteria. The book mainly focuses on the qualitative stability analysis of continuous-time as well as discrete-time neural networks with delays by presenting the theoretical development and real-life applications in these research areas. The discussed stability concept is in the sense of Lyapunov, and, naturally, the proof method is based on the Lyapunov stability theory. The present book will serve as a guide to enable the reader in pursuing the study of further topics in greater depth and is a valuable reference for young researcher and scientists.

Qualitative Analysis and Control of Complex Neural Networks with Delays

Author : Zhanshan Wang
Publisher : Springer
ISBN 13 : 3662474840
Total Pages : 398 pages
Book Rating : 4.6/5 (624 download)

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Book Synopsis Qualitative Analysis and Control of Complex Neural Networks with Delays by : Zhanshan Wang

Download or read book Qualitative Analysis and Control of Complex Neural Networks with Delays written by Zhanshan Wang and published by Springer. This book was released on 2015-07-18 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the stability of the dynamical neural system, synchronization of the coupling neural system and their applications in automation control and electrical engineering. The redefined concept of stability, synchronization and consensus are adopted to provide a better explanation of the complex neural network. Researchers in the fields of dynamical systems, computer science, electrical engineering and mathematics will benefit from the discussions on complex systems. The book will also help readers to better understand the theory behind the control technique and its design.

Complex-Valued Neural Networks

Author : Akira Hirose
Publisher : Springer Science & Business Media
ISBN 13 : 3642276318
Total Pages : 205 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Complex-Valued Neural Networks by : Akira Hirose

Download or read book Complex-Valued Neural Networks written by Akira Hirose and published by Springer Science & Business Media. This book was released on 2012-03-23 with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is the second enlarged and revised edition of the first successful monograph on complex-valued neural networks (CVNNs) published in 2006, which lends itself to graduate and undergraduate courses in electrical engineering, informatics, control engineering, mechanics, robotics, bioengineering, and other relevant fields. In the second edition the recent trends in CVNNs research are included, resulting in e.g. almost a doubled number of references. The parametron invented in 1954 is also referred to with discussion on analogy and disparity. Also various additional arguments on the advantages of the complex-valued neural networks enhancing the difference to real-valued neural networks are given in various sections. The book is useful for those beginning their studies, for instance, in adaptive signal processing for highly functional sensing and imaging, control in unknown and changing environment, robotics inspired by human neural systems, and brain-like information processing, as well as interdisciplinary studies to realize comfortable society. It is also helpful to those who carry out research and development regarding new products and services at companies. The author wrote this book hoping in particular that it provides the readers with meaningful hints to make good use of neural networks in fully practical applications. The book emphasizes basic ideas and ways of thinking. Why do we need to consider neural networks that deal with complex numbers? What advantages do the complex-valued neural networks have? What is the origin of the advantages? In what areas do they develop principal applications? This book answers these questions by describing details and examples, which will inspire the readers with new ideas. The book is useful for those beginning their studies, for instance, in adaptive signal processing for highly functional sensing and imaging, control in unknown and changing environment, robotics inspired by human neural systems, and brain-like information processing, as well as interdisciplinary studies to realize comfortable society. It is also helpful to those who carry out research and development regarding new products and services at companies. The author wrote this book hoping in particular that it provides the readers with meaningful hints to make good use of neural networks in fully practical applications. The book emphasizes basic ideas and ways of thinking. Why do we need to consider neural networks that deal with complex numbers? What advantages do the complex-valued neural networks have? What is the origin of the advantages? In what areas do they develop principal applications? This book answers these questions by describing details and examples, which will inspire the readers with new ideas.

Complex Time-Delay Systems

Author : Fatihcan M. Atay
Publisher : Springer
ISBN 13 : 3642023290
Total Pages : 336 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Complex Time-Delay Systems by : Fatihcan M. Atay

Download or read book Complex Time-Delay Systems written by Fatihcan M. Atay and published by Springer. This book was released on 2010-03-10 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: One of the major contemporary challenges in both physical and social sciences is modeling, analyzing, and understanding the self-organization, evolution, behavior, and eventual decay of complex dynamical systems ranging from cell assemblies to the human brain to animal societies. The multi-faceted problems in this domain require a wide range of methods from various scienti?c disciplines. There is no question that the inclusion of time delays in complex system models considerably enriches the challenges presented by the problems. Although this inclusion often becomes inevitable as real-world applications demand more and more realistic m- els, the role of time delays in the context of complex systems so far has not attracted the interest it deserves. The present volume is an attempt toward ?lling this gap. There exist various useful tools for the study of complex time-delay systems. At the forefront is the mathematical theory of delay equations, a relatively mature ?eld in many aspects, which provides some powerful techniques for analytical inquiries, along with some other tools from statistical physics, graph theory, computer science, dynamical systems theory, probability theory, simulation and optimization software, and so on. Nevertheless, the use of these methods requires a certain synergy to address complex systems problems, especially in the presence of time delays.

Neural Information Processing

Author : Long Cheng
Publisher : Springer
ISBN 13 : 3030041794
Total Pages : 752 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Neural Information Processing by : Long Cheng

Download or read book Neural Information Processing written by Long Cheng and published by Springer. This book was released on 2018-12-03 with total page 752 pages. Available in PDF, EPUB and Kindle. Book excerpt: The seven-volume set of LNCS 11301-11307, constitutes the proceedings of the 25th International Conference on Neural Information Processing, ICONIP 2018, held in Siem Reap, Cambodia, in December 2018. The 401 full papers presented were carefully reviewed and selected from 575 submissions. The papers address the emerging topics of theoretical research, empirical studies, and applications of neural information processing techniques across different domains. The second volume, LNCS 11302, is organized in topical sections on other neural network models, stability analysis, optimization, and supervised learning.

Recent Advances in Control Problems of Dynamical Systems and Networks

Author : Ju H. Park
Publisher : Springer Nature
ISBN 13 : 3030491234
Total Pages : 548 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Recent Advances in Control Problems of Dynamical Systems and Networks by : Ju H. Park

Download or read book Recent Advances in Control Problems of Dynamical Systems and Networks written by Ju H. Park and published by Springer Nature. This book was released on 2020-08-11 with total page 548 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited book introduces readers to new analytical techniques and controller design schemes used to solve the emerging “hottest” problems in dynamic control systems and networks. In recent years, the study of dynamic systems and networks has faced major changes and challenges with the rapid advancement of IT technology, accompanied by the 4th Industrial Revolution. Many new factors that now have to be considered, and which haven’t been addressed from control engineering perspectives to date, are naturally emerging as the systems become more complex and networked. The general scope of this book includes the modeling of the system itself and uncertainty elements, examining stability under various criteria, and controller design techniques to achieve specific control objectives in various dynamic systems and networks. In terms of traditional stability matters, this includes the following special issues: finite-time stability and stabilization, consensus/synchronization, fault-tolerant control, event-triggered control, and sampled-data control for classical linear/nonlinear systems, interconnected systems, fractional-order systems, switched systems, neural networks, and complex networks. In terms of introducing graduate students and professional researchers studying control engineering and applied mathematics to the latest research trends in the areas mentioned above, this book offers an excellent guide.

Smart Healthcare and Machine Learning

Author : Mousmi Ajay Chaurasia
Publisher : Springer Nature
ISBN 13 : 981973312X
Total Pages : 340 pages
Book Rating : 4.8/5 (197 download)

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Book Synopsis Smart Healthcare and Machine Learning by : Mousmi Ajay Chaurasia

Download or read book Smart Healthcare and Machine Learning written by Mousmi Ajay Chaurasia and published by Springer Nature. This book was released on with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Advances in Neural Networks - ISNN 2017

Author : Fengyu Cong
Publisher : Springer
ISBN 13 : 3319590723
Total Pages : 601 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Advances in Neural Networks - ISNN 2017 by : Fengyu Cong

Download or read book Advances in Neural Networks - ISNN 2017 written by Fengyu Cong and published by Springer. This book was released on 2017-06-12 with total page 601 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 14th International Symposium on Neural Networks, ISNN 2017, held in Sapporo, Hakodate, and Muroran, Hokkaido, Japan, in June 2017. The 135 revised full papers presented in this two-volume set were carefully reviewed and selected from 259 submissions. The papers cover topics like perception, emotion and development, action and motor control, attractor and associative memory, neurodynamics, complex systems, and chaos.

Advances in Neural Networks – ISNN 2015

Author : Xiaolin Hu
Publisher : Springer
ISBN 13 : 331925393X
Total Pages : 514 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Advances in Neural Networks – ISNN 2015 by : Xiaolin Hu

Download or read book Advances in Neural Networks – ISNN 2015 written by Xiaolin Hu and published by Springer. This book was released on 2015-10-14 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: The volume LNCS 9377 constitutes the refereed proceedings of the 12th International Symposium on Neural Networks, ISNN 2015, held in Jeju, South Korea in October 2015. The 55 revised full papers presented were carefully reviewed and selected from 97 submissions. These papers cover many topics of neural network-related research including intelligent control, neurodynamic analysis, memristive neurodynamics, computer vision, signal processing, machine learning, and optimization.

Quality, Reliability, Security and Robustness in Heterogeneous Systems

Author : Xi Wu
Publisher : Springer Nature
ISBN 13 : 3030775690
Total Pages : 278 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Quality, Reliability, Security and Robustness in Heterogeneous Systems by : Xi Wu

Download or read book Quality, Reliability, Security and Robustness in Heterogeneous Systems written by Xi Wu and published by Springer Nature. This book was released on 2021-06-01 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed post-conference proceedings of the 15th EAI International Conference on Quality, Reliability, Security and Robustness in Heterogeneous Networks, QShine 2020, held in November 2020. Due to COVID-19 pandemic the conference was held virtually. The 19 revised full papers were carefully reviewed and selected from 49 submissions. The papers are organized thematically in tracks on Network Reliability and Security an Emerging Applications

Knowledge-Based and Intelligent Information and Engineering Systems

Author : Juan D. Velásquez
Publisher : Springer Science & Business Media
ISBN 13 : 3642045944
Total Pages : 409 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Knowledge-Based and Intelligent Information and Engineering Systems by : Juan D. Velásquez

Download or read book Knowledge-Based and Intelligent Information and Engineering Systems written by Juan D. Velásquez and published by Springer Science & Business Media. This book was released on 2009-09-15 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNAI 5711 and LNAI 5712 constitutes the refereed proceedings of the 13th International Conference on Knowledge-Based Intelligent Information and Engineering Sysetms, KES 2009, held in Santiago de Chile in September 2009. The 153 revised papers presented were carefully reviewed and selected from numerous submissions. The topics covered are: fuzzy and neuro-fuzzy systems, agent systems, knowledge based and expert systems, miscelleanous generic intelligent systems topics, intelligent vision and image processing, knowledge management, ontologies and data mining, web intelligence, text and multimedia mining and retrieval, other advanced knowledge-based systems, innovations in chance discovery, advanced knowledge-based systems, multi-agent negotiation and coordination, innovations in intelligent systems, intelligent technology approach to management engineering, data mining and service science for innovation, knowledge-based systems for e-business, video surveillance, social networks, advanced engineering design techniques for adaptive systems, knowledge technology in learning support, advanced information system for supporting personal activity, design of intelligent society, knowledge-based interface systems, knowledge-based multi-criteria decision support, soft computing techniques and their applications, immunity-based systems. The book also includes three keynote speaker plenary presentations.

Advances in Neural Networks – ISNN 2014

Author : Zhigang Zeng
Publisher : Springer
ISBN 13 : 3319124366
Total Pages : 661 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Advances in Neural Networks – ISNN 2014 by : Zhigang Zeng

Download or read book Advances in Neural Networks – ISNN 2014 written by Zhigang Zeng and published by Springer. This book was released on 2014-11-28 with total page 661 pages. Available in PDF, EPUB and Kindle. Book excerpt: The volume LNCS 8866 constitutes the refereed proceedings of the 11th International Symposium on Neural Networks, ISNN 2014, held in Hong Kong and Macao, China on November/ December 2014. The 71 revised full papers presented were carefully reviewed and selected from 119 submissions. These papers cover all major topics of the theoretical research, empirical study and applications of neural networks research as follows. The focus is on following topics such as analysis, modeling, and applications.