Banach Space Valued Neural Network

Download Banach Space Valued Neural Network PDF Online Free

Author :
Publisher : Springer Nature
ISBN 13 : 3031164008
Total Pages : 429 pages
Book Rating : 4.0/5 (311 download)

DOWNLOAD NOW!


Book Synopsis Banach Space Valued Neural Network by : George A. Anastassiou

Download or read book Banach Space Valued Neural Network written by George A. Anastassiou and published by Springer Nature. This book was released on 2022-10-01 with total page 429 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is about the generalization and modernization of approximation by neural network operators. Functions under approximation and the neural networks are Banach space valued. These are induced by a great variety of activation functions deriving from the arctangent, algebraic, Gudermannian, and generalized symmetric sigmoid functions. Ordinary, fractional, fuzzy, and stochastic approximations are exhibited at the univariate, fractional, and multivariate levels. Iterated-sequential approximations are also covered. The book’s results are expected to find applications in the many areas of applied mathematics, computer science and engineering, especially in artificial intelligence and machine learning. Other possible applications can be in applied sciences like statistics, economics, etc. Therefore, this book is suitable for researchers, graduate students, practitioners, and seminars of the above disciplines, also to be in all science and engineering libraries.

Parametrized, Deformed and General Neural Networks

Download Parametrized, Deformed and General Neural Networks PDF Online Free

Author :
Publisher : Springer Nature
ISBN 13 : 3031430212
Total Pages : 854 pages
Book Rating : 4.0/5 (314 download)

DOWNLOAD NOW!


Book Synopsis Parametrized, Deformed and General Neural Networks by : George A. Anastassiou

Download or read book Parametrized, Deformed and General Neural Networks written by George A. Anastassiou and published by Springer Nature. This book was released on 2023-09-29 with total page 854 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, we introduce the parametrized, deformed and general activation function of neural networks. The parametrized activation function kills much less neurons than the original one. The asymmetry of the brain is best expressed by deformed activation functions. Along with a great variety of activation functions, general activation functions are also engaged. Thus, in this book, all presented is original work by the author given at a very general level to cover a maximum number of different kinds of neural networks: giving ordinary, fractional, fuzzy and stochastic approximations. It presents here univariate, fractional and multivariate approximations. Iterated sequential multi-layer approximations are also studied. The functions under approximation and neural networks are Banach space valued.

Intelligent Computations: Abstract Fractional Calculus, Inequalities, Approximations

Download Intelligent Computations: Abstract Fractional Calculus, Inequalities, Approximations PDF Online Free

Author :
Publisher : Springer
ISBN 13 : 3319669362
Total Pages : 322 pages
Book Rating : 4.3/5 (196 download)

DOWNLOAD NOW!


Book Synopsis Intelligent Computations: Abstract Fractional Calculus, Inequalities, Approximations by : George A. Anastassiou

Download or read book Intelligent Computations: Abstract Fractional Calculus, Inequalities, Approximations written by George A. Anastassiou and published by Springer. This book was released on 2017-09-02 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: This brief book presents the strong fractional analysis of Banach space valued functions of a real domain. The book’s results are abstract in nature: analytic inequalities, Korovkin approximation of functions and neural network approximation. The chapters are self-contained and can be read independently. This concise book is suitable for use in related graduate classes and many research projects. An extensive list of references is provided for each chapter. The book’s results are relevant for many areas of pure and applied mathematics. As such, it offers a unique resource for researchers, and a valuable addition to all science and engineering libraries.

Advances in Mathematical Modelling, Applied Analysis and Computation

Download Advances in Mathematical Modelling, Applied Analysis and Computation PDF Online Free

Author :
Publisher : Springer Nature
ISBN 13 : 3031563042
Total Pages : 365 pages
Book Rating : 4.0/5 (315 download)

DOWNLOAD NOW!


Book Synopsis Advances in Mathematical Modelling, Applied Analysis and Computation by : Jagdev Singh

Download or read book Advances in Mathematical Modelling, Applied Analysis and Computation written by Jagdev Singh and published by Springer Nature. This book was released on with total page 365 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Numerical Analysis meets Machine Learning

Download Numerical Analysis meets Machine Learning PDF Online Free

Author :
Publisher : Elsevier
ISBN 13 : 0443239851
Total Pages : 590 pages
Book Rating : 4.4/5 (432 download)

DOWNLOAD NOW!


Book Synopsis Numerical Analysis meets Machine Learning by :

Download or read book Numerical Analysis meets Machine Learning written by and published by Elsevier. This book was released on 2024-06-13 with total page 590 pages. Available in PDF, EPUB and Kindle. Book excerpt: Numerical Analysis Meets Machine Learning series, highlights new advances in the field, with this new volume presenting interesting chapters. Each chapter is written by an international board of authors. - Provides the authority and expertise of leading contributors from an international board of authors - Presents the latest release in the Handbook of Numerical Analysis series - Updated release includes the latest information on the Numerical Analysis Meets Machine Learning

Handbook on Neural Information Processing

Download Handbook on Neural Information Processing PDF Online Free

Author :
Publisher : Springer Science & Business Media
ISBN 13 : 3642366570
Total Pages : 547 pages
Book Rating : 4.6/5 (423 download)

DOWNLOAD NOW!


Book Synopsis Handbook on Neural Information Processing by : Monica Bianchini

Download or read book Handbook on Neural Information Processing written by Monica Bianchini and published by Springer Science & Business Media. This book was released on 2013-04-12 with total page 547 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook presents some of the most recent topics in neural information processing, covering both theoretical concepts and practical applications. The contributions include: Deep architectures Recurrent, recursive, and graph neural networks Cellular neural networks Bayesian networks Approximation capabilities of neural networks Semi-supervised learning Statistical relational learning Kernel methods for structured data Multiple classifier systems Self organisation and modal learning Applications to content-based image retrieval, text mining in large document collections, and bioinformatics This book is thought particularly for graduate students, researchers and practitioners, willing to deepen their knowledge on more advanced connectionist models and related learning paradigms.

Advances in Neural Networks - ISNN 2009

Download Advances in Neural Networks - ISNN 2009 PDF Online Free

Author :
Publisher : Springer
ISBN 13 : 3642015077
Total Pages : 1270 pages
Book Rating : 4.6/5 (42 download)

DOWNLOAD NOW!


Book Synopsis Advances in Neural Networks - ISNN 2009 by : Wen Yu

Download or read book Advances in Neural Networks - ISNN 2009 written by Wen Yu and published by Springer. This book was released on 2009-05-20 with total page 1270 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book and its companion volumes, LNCS vols. 5551, 5552 and 5553, constitute the proceedings of the 6th International Symposium on Neural Networks (ISNN 2009), held during May 26–29, 2009 in Wuhan, China. Over the past few years, ISNN has matured into a well-established premier international symposium on neural n- works and related fields, with a successful sequence of ISNN symposia held in Dalian (2004), Chongqing (2005), Chengdu (2006), Nanjing (2007), and Beijing (2008). Following the tradition of the ISNN series, ISNN 2009 provided a high-level inter- tional forum for scientists, engineers, and educators to present state-of-the-art research in neural networks and related fields, and also to discuss with international colleagues on the major opportunities and challenges for future neural network research. Over the past decades, the neural network community has witnessed tremendous - forts and developments in all aspects of neural network research, including theoretical foundations, architectures and network organizations, modeling and simulation, - pirical study, as well as a wide range of applications across different domains. The recent developments of science and technology, including neuroscience, computer science, cognitive science, nano-technologies and engineering design, among others, have provided significant new understandings and technological solutions to move the neural network research toward the development of complex, large-scale, and n- worked brain-like intelligent systems. This long-term goal can only be achieved with the continuous efforts of the community to seriously investigate different issues of the neural networks and related fields.

Artificial Neural Networks - ICANN 2008

Download Artificial Neural Networks - ICANN 2008 PDF Online Free

Author :
Publisher : Springer Science & Business Media
ISBN 13 : 3540875352
Total Pages : 1053 pages
Book Rating : 4.5/5 (48 download)

DOWNLOAD NOW!


Book Synopsis Artificial Neural Networks - ICANN 2008 by : Vera Kůrková

Download or read book Artificial Neural Networks - ICANN 2008 written by Vera Kůrková and published by Springer Science & Business Media. This book was released on 2008-08-25 with total page 1053 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two volume set LNCS 5163 and LNCS 5164 constitutes the refereed proceedings of the 18th International Conference on Artificial Neural Networks, ICANN 2008, held in Prague Czech Republic, in September 2008. The 200 revised full papers presented were carefully reviewed and selected from more than 300 submissions. The first volume contains papers on mathematical theory of neurocomputing, learning algorithms, kernel methods, statistical learning and ensemble techniques, support vector machines, reinforcement learning, evolutionary computing, hybrid systems, self-organization, control and robotics, signal and time series processing and image processing.

Complex-Valued Neural Networks

Download Complex-Valued Neural Networks PDF Online Free

Author :
Publisher : World Scientific
ISBN 13 : 9812791183
Total Pages : 387 pages
Book Rating : 4.8/5 (127 download)

DOWNLOAD NOW!


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.

Monthly Catalogue, United States Public Documents

Download Monthly Catalogue, United States Public Documents PDF Online Free

Author :
Publisher :
ISBN 13 :
Total Pages : 1994 pages
Book Rating : 4.:/5 (31 download)

DOWNLOAD NOW!


Book Synopsis Monthly Catalogue, United States Public Documents by :

Download or read book Monthly Catalogue, United States Public Documents written by and published by . This book was released on 1995 with total page 1994 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Dissipative Lattice Dynamical Systems

Download Dissipative Lattice Dynamical Systems PDF Online Free

Author :
Publisher : World Scientific
ISBN 13 : 9811267774
Total Pages : 381 pages
Book Rating : 4.8/5 (112 download)

DOWNLOAD NOW!


Book Synopsis Dissipative Lattice Dynamical Systems by : Xiaoying Han

Download or read book Dissipative Lattice Dynamical Systems written by Xiaoying Han and published by World Scientific. This book was released on 2023-03-14 with total page 381 pages. Available in PDF, EPUB and Kindle. Book excerpt: There is an extensive literature in the form of papers (but no books) on lattice dynamical systems. The book focuses on dissipative lattice dynamical systems and their attractors of various forms such as autonomous, nonautonomous and random. The existence of such attractors is established by showing that the corresponding dynamical system has an appropriate kind of absorbing set and is asymptotically compact in some way.There is now a very large literature on lattice dynamical systems, especially on attractors of all kinds in such systems. We cannot hope to do justice to all of them here. Instead, we have focused on key areas of representative types of lattice systems and various types of attractors. Our selection is biased by our own interests, in particular to those dealing with biological applications. One of the important results is the approximation of Heaviside switching functions in LDS by sigmoidal functions.Nevertheless, we believe that this book will provide the reader with a solid introduction to the field, its main results and the methods that are used to obtain them.

Scientific and Technical Aerospace Reports

Download Scientific and Technical Aerospace Reports PDF Online Free

Author :
Publisher :
ISBN 13 :
Total Pages : 384 pages
Book Rating : 4.F/5 ( download)

DOWNLOAD NOW!


Book Synopsis Scientific and Technical Aerospace Reports by :

Download or read book Scientific and Technical Aerospace Reports written by and published by . This book was released on 1993 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Data-driven Models in Inverse Problems

Download Data-driven Models in Inverse Problems PDF Online Free

Author :
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3111251292
Total Pages : 664 pages
Book Rating : 4.1/5 (112 download)

DOWNLOAD NOW!


Book Synopsis Data-driven Models in Inverse Problems by : Tatiana A. Bubba

Download or read book Data-driven Models in Inverse Problems written by Tatiana A. Bubba and published by Walter de Gruyter GmbH & Co KG. This book was released on 2024-11-18 with total page 664 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in learning-based methods are revolutionizing several fields in applied mathematics, including inverse problems, resulting in a major paradigm shift towards data-driven approaches. This volume, which is inspired by this cutting-edge area of research, brings together contributors from the inverse problem community and shows how to successfully combine model- and data-driven approaches to gain insight into practical and theoretical issues.

Encyclopaedia of Mathematics

Download Encyclopaedia of Mathematics PDF Online Free

Author :
Publisher : Springer Science & Business Media
ISBN 13 : 9401512884
Total Pages : 595 pages
Book Rating : 4.4/5 (15 download)

DOWNLOAD NOW!


Book Synopsis Encyclopaedia of Mathematics by : Michiel Hazewinkel

Download or read book Encyclopaedia of Mathematics written by Michiel Hazewinkel and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 595 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first Supplementary volume to Kluwer's highly acclaimed Encyclopaedia of Mathematics. This additional volume contains nearly 600 new entries written by experts and covers developments and topics not included in the already published 10-volume set. These entries have been arranged alphabetically throughout. A detailed index is included in the book. This Supplementary volume enhances the existing 10-volume set. Together, these eleven volumes represent the most authoritative, comprehensive up-to-date Encyclopaedia of Mathematics available.

Computational Intelligence

Download Computational Intelligence PDF Online Free

Author :
Publisher : Springer Nature
ISBN 13 : 3030422275
Total Pages : 629 pages
Book Rating : 4.0/5 (34 download)

DOWNLOAD NOW!


Book Synopsis Computational Intelligence by : Rudolf Kruse

Download or read book Computational Intelligence written by Rudolf Kruse and published by Springer Nature. This book was released on 2022-03-26 with total page 629 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook provides a clear and logical introduction to the field, covering the fundamental concepts, algorithms and practical implementations behind efforts to develop systems that exhibit intelligent behavior in complex environments. This enhanced third edition has been fully revised and expanded with new content on deep learning, scalarization methods, large-scale optimization algorithms, and collective decision-making algorithms. Features: provides supplementary material at an associated website; contains numerous classroom-tested examples and definitions throughout the text; presents useful insights into all that is necessary for the successful application of computational intelligence methods; explains the theoretical background underpinning proposed solutions to common problems; discusses in great detail the classical areas of artificial neural networks, fuzzy systems and evolutionary algorithms; reviews the latest developments in the field, covering such topics as ant colony optimization and probabilistic graphical models.

Monthly Catalog of United States Government Publications

Download Monthly Catalog of United States Government Publications PDF Online Free

Author :
Publisher :
ISBN 13 :
Total Pages : 1096 pages
Book Rating : 4.3/5 ( download)

DOWNLOAD NOW!


Book Synopsis Monthly Catalog of United States Government Publications by :

Download or read book Monthly Catalog of United States Government Publications written by and published by . This book was released on 1995 with total page 1096 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The 1994 IEEE International Conference on Neural Networks

Download The 1994 IEEE International Conference on Neural Networks PDF Online Free

Author :
Publisher : IEEE Computer Society Press
ISBN 13 :
Total Pages : 696 pages
Book Rating : 4.:/5 (318 download)

DOWNLOAD NOW!


Book Synopsis The 1994 IEEE International Conference on Neural Networks by :

Download or read book The 1994 IEEE International Conference on Neural Networks written by and published by IEEE Computer Society Press. This book was released on 1994 with total page 696 pages. Available in PDF, EPUB and Kindle. Book excerpt: