Multidisciplinary Approaches To Neural Computing

Author : Anna Esposito,Marcos Faudez-Zanuy,Francesco Carlo Morabito,Eros Pasero
Publisher : Springer
Page : 388 pages
File Size : 48,7 Mb
Release : 2017-08-28
Category : Technology & Engineering
ISBN : 9783319569048

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Multidisciplinary Approaches to Neural Computing by Anna Esposito,Marcos Faudez-Zanuy,Francesco Carlo Morabito,Eros Pasero Pdf

This book presents a collection of contributions in the field of Artificial Neural Networks (ANNs). The themes addressed are multidisciplinary in nature, and closely connected in their ultimate aim to identify features from dynamic realistic signal exchanges and invariant machine representations that can be exploited to improve the quality of life of their end users. Mathematical tools like ANNs are currently exploited in many scientific domains because of their solid theoretical background and effectiveness in providing solutions to many demanding tasks such as appropriately processing (both for extracting features and recognizing) mono- and bi-dimensional dynamic signals, solving strong nonlinearities in the data and providing general solutions for deep and fully connected architectures. Given the multidisciplinary nature of their use and the interdisciplinary characterization of the problems they are applied to – which range from medicine to psychology, industrial and social robotics, computer vision, and signal processing (among many others) – ANNs may provide a basis for redefining the concept of information processing. These reflections are supported by theoretical models and applications presented in the chapters of this book. This book is of primary importance for: (a) the academic research community, (b) the ICT market, (c) PhD students and early-stage researchers, (d) schools, hospitals, rehabilitation and assisted-living centers, and (e) representatives of multimedia industries and standardization bodies.

Author : Gustavo Deco,Dragan Obradovic
Publisher : Springer Science & Business Media
Page : 265 pages
File Size : 43,5 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9781461240167

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An Information-Theoretic Approach to Neural Computing by Gustavo Deco,Dragan Obradovic Pdf

A detailed formulation of neural networks from the information-theoretic viewpoint. The authors show how this perspective provides new insights into the design theory of neural networks. In particular they demonstrate how these methods may be applied to the topics of supervised and unsupervised learning, including feature extraction, linear and non-linear independent component analysis, and Boltzmann machines. Readers are assumed to have a basic understanding of neural networks, but all the relevant concepts from information theory are carefully introduced and explained. Consequently, readers from varied scientific disciplines, notably cognitive scientists, engineers, physicists, statisticians, and computer scientists, will find this an extremely valuable introduction to this topic.

Author : Philip D. Wasserman
Publisher : Van Nostrand Reinhold Company
Page : 280 pages
File Size : 41,5 Mb
Release : 1993
Category : Computers
ISBN : UOM:39015029904201

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Advanced Methods in Neural Computing by Philip D. Wasserman Pdf

This is the engineer's guide to artificial neural networks, the advanced computing innovation which is posed to sweep into the world of business and industry. The author presents the basic principles and advanced concepts by means of high-performance paradigms which function effectively in real-world situations.

Author : Mirek Karny,Kevin Warwick,Vera Kurkova
Publisher : Springer Science & Business Media
Page : 323 pages
File Size : 55,6 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9781447115236

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Dealing with Complexity by Mirek Karny,Kevin Warwick,Vera Kurkova Pdf

In almost all areas of science and engineering, the use of computers and microcomputers has, in recent years, transformed entire subject areas. What was not even considered possible a decade or two ago is now not only possible but is also part of everyday practice. As a result, a new approach usually needs to be taken (in order) to get the best out of a situation. What is required is now a computer's eye view of the world. However, all is not rosy in this new world. Humans tend to think in two or three dimensions at most, whereas computers can, without complaint, work in n dimensions, where n, in practice, gets bigger and bigger each year. As a result of this, more complex problem solutions are being attempted, whether or not the problems themselves are inherently complex. If information is available, it might as well be used, but what can be done with it? Straightforward, traditional computational solutions to this new problem of complexity can, and usually do, produce very unsatisfactory, unreliable and even unworkable results. Recently however, artificial neural networks, which have been found to be very versatile and powerful when dealing with difficulties such as nonlinearities, multivariate systems and high data content, have shown their strengths in general in dealing with complex problems. This volume brings together a collection of top researchers from around the world, in the field of artificial neural networks.

Author : Anna Esposito,Marcos Faundez-Zanuy,Francesco Carlo Morabito,Eros Pasero
Publisher : Springer Nature
Page : 525 pages
File Size : 47,5 Mb
Release : 2019-09-18
Category : Technology & Engineering
ISBN : 9789811389504

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Neural Approaches to Dynamics of Signal Exchanges by Anna Esposito,Marcos Faundez-Zanuy,Francesco Carlo Morabito,Eros Pasero Pdf

The book presents research that contributes to the development of intelligent dialog systems to simplify diverse aspects of everyday life, such as medical diagnosis and entertainment. Covering major thematic areas: machine learning and artificial neural networks; algorithms and models; and social and biometric data for applications in human–computer interfaces, it discusses processing of audio-visual signals for the detection of user-perceived states, the latest scientific discoveries in processing verbal (lexicon, syntax, and pragmatics), auditory (voice, intonation, vocal expressions) and visual signals (gestures, body language, facial expressions), as well as algorithms for detecting communication disorders, remote health-status monitoring, sentiment and affect analysis, social behaviors and engagement. Further, it examines neural and machine learning algorithms for the implementation of advanced telecommunication systems, communication with people with special needs, emotion modulation by computer contents, advanced sensors for tracking changes in real-life and automatic systems, as well as the development of advanced human–computer interfaces. The book does not focus on solving a particular problem, but instead describes the results of research that has positive effects in different fields and applications.

Author : Fields, Ziska
Publisher : IGI Global
Page : 425 pages
File Size : 51,8 Mb
Release : 2023-05-01
Category : Science
ISBN : 9781668463680

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Multidisciplinary Approaches in AI, Creativity, Innovation, and Green Collaboration by Fields, Ziska Pdf

Creativity must be turned into innovation that adds value and leads to strategic action. Innovation is often associated with Silicon Valley, expensive research and development departments, and expensive commercialization that primarily benefits a small portion of the world’s population. A small portion of the world’s population working together to solve wicked green problems is not enough either. Green creativity and eco-innovation are necessary to help solve green problems by making products and services available and affordable to the masses. Multidisciplinary Approaches in AI, Creativity, Innovation, and Green Collaboration focuses on the importance of green creativity, eco-innovation, and collaboration to create a more sustainable world. It builds on the available literature and joint expertise in the field of management while providing further research opportunities in this dynamic field. Covering topics such as eco-leadership, green marketing, and social responsibility communication, this premier reference source is a comprehensive and timely resource for government officials, decision makers, business leaders and executives, students and educators of higher education, librarians, researchers, and academicians.

Author : Lionel Tarassenko
Publisher : Elsevier
Page : 160 pages
File Size : 49,7 Mb
Release : 1998-01-30
Category : Computers
ISBN : 9780080512600

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Guide to Neural Computing Applications by Lionel Tarassenko Pdf

Neural networks have shown enormous potential for commercial exploitation over the last few years but it is easy to overestimate their capabilities. A few simple algorithms will learn relationships between cause and effect or organise large volumes of data into orderly and informative patterns but they cannot solve every problem and consequently their application must be chosen carefully and appropriately. This book outlines how best to make use of neural networks. It enables newcomers to the technology to construct robust and meaningful non-linear models and classifiers and benefits the more experienced practitioner who, through over familiarity, might otherwise be inclined to jump to unwarranted conclusions. The book is an invaluable resource not only for those in industry who are interested in neural computing solutions, but also for final year undergraduates or graduate students who are working on neural computing projects. It provides advice which will help make the best use of the growing number of commercial and public domain neural network software products, freeing the specialist from dependence upon external consultants.

Author : Gerry A. Orchard
Publisher : CRC Press
Page : 342 pages
File Size : 47,5 Mb
Release : 1993-06
Category : Conferences
ISBN : UCAL:B4336211

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Neural Computing Research and Applications, Proceedings of the Second Irish Neural Networks Conference, Queen's University, Belfast, Northern Ireland, 25-26 June 1992 by Gerry A. Orchard Pdf

The results of current research in a truly wide range of disciplines are detailed in over thirty papers in this volume. The first section includes research on biological and pyschological issues, together with recent results on the design of neural network architectures and algorithms important for further advances in neural network modelling. Those in the second section provide an account of the wide [Bnge of applications for neural nets in industry, commerce, medical diagnosis and psychological modelling, and indicate where future opportunities for their applications exist. This volume will provide a valuable reference source for researchers in the field.

Author : Chief Editor- Biplab Auddya, Editor- Dr. Tarannum Khan, Bijanamula Supriya, Dr. Jyotsana Khandelwal, Mrs. V.Geetha, Smt. Padmini Kaji, Mercy Varshney
Publisher : The Hill Publication
Page : 76 pages
File Size : 46,7 Mb
Release : 2024-03-14
Category : Antiques & Collectibles
ISBN : 9788196679927

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Multidisciplinary Approach in Research Area (Volume-7) by Chief Editor- Biplab Auddya, Editor- Dr. Tarannum Khan, Bijanamula Supriya, Dr. Jyotsana Khandelwal, Mrs. V.Geetha, Smt. Padmini Kaji, Mercy Varshney Pdf

Author : Giovanni Acampora,Witold Pedrycz,Athanasios V. Vasilakos,Autilia Vitiello
Publisher : Springer
Page : 135 pages
File Size : 42,6 Mb
Release : 2019-07-11
Category : Technology & Engineering
ISBN : 9783030237608

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Computational Intelligence for Semantic Knowledge Management by Giovanni Acampora,Witold Pedrycz,Athanasios V. Vasilakos,Autilia Vitiello Pdf

This book provides a comprehensive overview of computational intelligence methods for semantic knowledge management. Contrary to popular belief, the methods for semantic management of information were created several decades ago, long before the birth of the Internet. In fact, it was back in 1945 when Vannevar Bush introduced the idea for the first protohypertext: the MEMEX (MEMory + indEX) machine. In the years that followed, Bush’s idea influenced the development of early hypertext systems until, in the 1980s, Tim Berners Lee developed the idea of the World Wide Web (WWW) as it is known today. From then on, there was an exponential growth in research and industrial activities related to the semantic management of the information and its exploitation in different application domains, such as healthcare, e-learning and energy management. However, semantics methods are not yet able to address some of the problems that naturally characterize knowledge management, such as the vagueness and uncertainty of information. This book reveals how computational intelligence methodologies, due to their natural inclination to deal with imprecision and partial truth, are opening new positive scenarios for designing innovative semantic knowledge management architectures.

Author : Simone Bassis,Anna Esposito,Francesco Carlo Morabito,Eros Pasero
Publisher : Springer
Page : 539 pages
File Size : 46,7 Mb
Release : 2016-06-18
Category : Technology & Engineering
ISBN : 9783319337470

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Advances in Neural Networks by Simone Bassis,Anna Esposito,Francesco Carlo Morabito,Eros Pasero Pdf

This carefully edited book is putting emphasis on computational and artificial intelligent methods for learning and their relative applications in robotics, embedded systems, and ICT interfaces for psychological and neurological diseases. The book is a follow-up of the scientific workshop on Neural Networks (WIRN 2015) held in Vietri sul Mare, Italy, from the 20th to the 22nd of May 2015. The workshop, at its 27th edition became a traditional scientific event that brought together scientists from many countries, and several scientific disciplines. Each chapter is an extended version of the original contribution presented at the workshop, and together with the reviewers’ peer revisions it also benefits from the live discussion during the presentation. The content of book is organized in the following sections. 1. Introduction, 2. Machine Learning, 3. Artificial Neural Networks: Algorithms and models, 4. Intelligent Cyberphysical and Embedded System, 5. Computational Intelligence Methods for Biomedical ICT in Neurological Diseases, 6. Neural Networks-Based Approaches to Industrial Processes, 7. Reconfigurable Modular Adaptive Smart Robotic Systems for Optoelectronics Industry: The White'R Instantiation This book is unique in proposing a holistic and multidisciplinary approach to implement autonomous, and complex Human Computer Interfaces.

Author : Amanda J.C. Sharkey
Publisher : Springer Science & Business Media
Page : 300 pages
File Size : 48,5 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9781447107934

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Combining Artificial Neural Nets by Amanda J.C. Sharkey Pdf

This volume, written by leading researchers, presents methods of combining neural nets to improve their performance. The techniques include ensemble-based approaches, where a variety of methods are used to create a set of different nets trained on the same task, and modular approaches, where a task is decomposed into simpler problems. The techniques are also accompanied by an evaluation of their relative effectiveness and their application to a variety of problems.

Author : Tyagi, Amit Kumar
Publisher : IGI Global
Page : 378 pages
File Size : 44,5 Mb
Release : 2022-10-14
Category : Medical
ISBN : 9781668457429

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Using Multimedia Systems, Tools, and Technologies for Smart Healthcare Services by Tyagi, Amit Kumar Pdf

With the advancement of sensorial media, objects, and technologies, multimedia can play a significant role in smart healthcare by offering better insight of heterogeneous healthcare multimedia content to support affordable and quality patient care. While researchers and the scientific community have been making advances in the study of multimedia tools and healthcare services individually, very little attention has been given to developing cost effective and affordable smart healthcare services. Multimedia-based smart healthcare has the potential to revolutionize many aspects of our society; however, many technical challenges must be addressed before this potential can be realized. Using Multimedia Systems, Tools, and Technologies for Smart Healthcare Services includes high-quality research on the recent advances in various aspects of intelligent interactive multimedia technologies in healthcare services and, more specifically, in the state-of-the-art approaches, methodologies, and systems in the design, development, deployment, and innovative use of multimedia systems, tools, and technologies for providing insights into smart healthcare service demands. Covering topics such as genetic algorithms, automatic classification of diseases, and structural equation modeling, this premier reference source is an essential resource for hospital administrators, medical professionals, health IT specialists, hospital technicians, students and faculty of higher education, researchers, and academicians.

Author : Md Atiqur Rahman Ahad,Upal Mahbub,Tauhidur Rahman
Publisher : Springer Nature
Page : 364 pages
File Size : 47,9 Mb
Release : 2021-03-23
Category : Technology & Engineering
ISBN : 9783030685904

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Contactless Human Activity Analysis by Md Atiqur Rahman Ahad,Upal Mahbub,Tauhidur Rahman Pdf

This book is a truly comprehensive, timely, and very much needed treatise on the conceptualization of analysis, and design of contactless & multimodal sensor-based human activities, behavior understanding & intervention. From an interaction design perspective, the book provides views and methods that allow for more safe, trustworthy, efficient, and more natural interaction with technology that will be embedded in our daily living environments. The chapters in this book cover sufficient grounds and depth in related challenges and advances in sensing, signal processing, computer vision, and mathematical modeling. It covers multi-domain applications, including surveillance and elderly care that will be an asset to entry-level and practicing engineers and scientists.(See inside for the reviews from top experts)

Author : Chief Editor- Biplab Auddya, Editor- A.Praveena, Dr. Shankar Kumar Bhattacharjee, Dr. Kirankumar Nittali, Dr. Manisha S, Pavanpreet Kaur, Gadamsetty Surya
Publisher : The Hill Publication
Page : 67 pages
File Size : 55,8 Mb
Release : 2024-03-28
Category : Antiques & Collectibles
ISBN : 9788196679910

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Multidisciplinary Approach in Research Area (Volume-8) by Chief Editor- Biplab Auddya, Editor- A.Praveena, Dr. Shankar Kumar Bhattacharjee, Dr. Kirankumar Nittali, Dr. Manisha S, Pavanpreet Kaur, Gadamsetty Surya Pdf