Описание: The technology of neural networks has attracted much attention in recent years. Their ability to learn nonlinear relationships is widely appreciated and is utilized in many different types of applications; modelling of dynamic systems, signal processing, and control system design being some of the most common. The theory of neural computing has matured considerably over the last decade and many problems of neural network design, training and evaluation have been resolved. This book provides a comprehensive introduction to the most popular class of neural network, the multilayer perceptron, and shows how it can be used for system identification and control. It aims to provide the reader with a sufficient theoretical background to understand the characteristics of different methods, to be aware of the pit-falls and to make proper decisions in all situations. The subjects treated include: System identification: multilayer perceptrons; how to conduct informative experiments; model structure selection; training methods; model validation; pruning algorithms. Control: direct inverse, internal model, feedforward, optimal and predictive control; feedback linearization and instantaneous-linearization-based controllers. Case studies: prediction of sunspot activity; modelling of a hydraulic actuator; control of a pneumatic servomechanism; water-level control in a conical tank. The book is very application-oriented and gives detailed and pragmatic recommendations that guide the user through the plethora of methods suggested in the literature. Furthermore, it attempts to introduce sound working procedures that can lead to efficient neural network solutions. This will make the book invaluable to the practitioner and as a textbook in courses with a significant hands-on component.
Автор: William. Buchanan Название: Handbook of Data Communications and Networks ISBN: 1475709072 ISBN-13(EAN): 9781475709070 Издательство: Springer Рейтинг: Цена: 16979.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Data communications and networks are two of the fastest growing technological areas. This is because there is an almost unlimited demand for information transfer. Increased transfer rates give the opportunity for better applications and improved opportunities. These improvements lead to an increased demand for communications, and so on. Most people in business would now agree that networks and data communications makes their work easier and increases their productivity. Communication systems now cover many important areas of modem life. Without them, there would be no A TM bank services, no Internet, no video conferencing and no electronic mail. Ask most organizations about what their most important resources were and many would say that their communications infrastructure was the most important. Without it, they could not effectively communicate, and business needs good and reliable communications. Within a few years, the most important component in a computer system will not be the proc- essor or the amount of memory it is has, it will be its link to the network. Computers systems will become just another part of a local and a global communications network. It must also be said that communications is making the world a smaller place. It is reducing the influence that governments and organizations have on our life and makes it much easier for us search and retrieve information.
Автор: Goldberg Yoav Название: Neural Network Methods in Natural Language Processing ISBN: 1627052984 ISBN-13(EAN): 9781627052986 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 11504.00 р. Наличие на складе: Нет в наличии.
Описание: Neural networks are a family of powerful machine learning models. This book focuses on the application of neural network models to natural language data. The first half of the book (Parts I and II) covers the basics of supervised machine learning and feed-forward neural networks, the basics of working with machine learning over language data, and the use of vector-based rather than symbolic representations for words. It also covers the computation-graph abstraction, which allows to easily define and train arbitrary neural networks, and is the basis behind the design of contemporary neural network software libraries.The second part of the book (Parts III and IV) introduces more specialized neural network architectures, including 1D convolutional neural networks, recurrent neural networks, conditioned-generation models, and attention-based models. These architectures and techniques are the driving force behind state-of-the-art algorithms for machine translation, syntactic parsing, and many other applications. Finally, we also discuss tree-shaped networks, structured prediction, and the prospects of multi-task learning.
Автор: SHIGERU KATAGIRI, EDITOR Название: HANDBOOK OF NEURAL NETWORKS FOR SPEECH PROCESSING ISBN: 0890069549 ISBN-13(EAN): 9780890069547 Издательство: Artech House Рейтинг: Цена: 12197.00 р. Наличие на складе: Нет в наличии.
Описание: Here are the comprehensive details on cutting edge technologies employing neural networks for speech recognition and speech processing in modern communications. Going far beyond the simple speech recognition technologies on the market today, this new book, written by and for speech and signal processing engineers in industry, R&D, and academia, takes you to the forefront of the hottest emergent neural net-based speech processing techniques.
Описание: Accurate, fast, and reliable fault classification techniques are an important operational requirement in modern-day power transmission systems. This book gives an elaboration of the power system faults and the conventional techniques of fault analysis.
Описание: Data-driven computational neuroscience facilitates the transformation of data into insights into the structure and functions of the brain. This modern treatment of real world cases offers neuroscience researchers and graduate students a comprehensive, in-depth guide to statistical and machine learning methods.
Автор: Haykin Название: Handbook on Array Processing and Sensor Networks ISBN: 0470371765 ISBN-13(EAN): 9780470371763 Издательство: Wiley Рейтинг: Цена: 32464.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: A collection of tutorial articles on recent advancements and state-of-the-art results Provides a comprehensive overview of sensor and array processing. Covers fundamental principles as well as applications. Features some of the most prominent researchers from different centers in North America and Europe.
Автор: David Havelock; Sonoko Kuwano; Michael Vorl?nder Название: Handbook of Signal Processing in Acoustics ISBN: 0387776982 ISBN-13(EAN): 9780387776989 Издательство: Springer Рейтинг: Цена: 69876.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book is the first multidisciplinary perspective of the signal processing that underpins most of modern acoustics. It is a compilation of the techniques and applications of signal processing used in many varied areas of acoustics.
Автор: Bhattacharyya Название: Handbook of Signal Processing Systems ISBN: 3319917331 ISBN-13(EAN): 9783319917337 Издательство: Springer Рейтинг: Цена: 46118.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This volume analyses the positive effects that tourism generates on resident`s quality of life, and how this influences tourists` quality of life as they enjoy an enriching experience in the destination they visit.
Название: Advanced Signal Processing Handbook ISBN: 1138104825 ISBN-13(EAN): 9781138104822 Издательство: Taylor&Francis Рейтинг: Цена: 56654.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This handbook develops a generic processing structure, based on the similarities between radar, sonar, and medical imaging systems, to present an introduction to these new principles and applications. Bridging a number of related fields, it guides readers into the next generation of active and passive real-time systems.
Описание: The Handbook of Multimodal-Multisensor Interfaces provides the first authoritative resource on what has become the dominant paradigm for new computer interfaces: user input involving new media (speech, multi-touch, hand and body gestures, facial expressions, writing) embedded in multimodal-multisensor interfaces that often include biosignals. This edited collection is written by international experts and pioneers in the field. It provides a textbook, reference, and technology roadmap for professionals working in this and related areas. This second volume of the handbook begins with multimodal signal processing, architectures, and machine learning. It includes recent deep learning approaches for processing multisensorial and multimodal user data and interaction, as well as context-sensitivity. A further highlight is processing of information about users' states and traits, an exciting emerging capability in next-generation user interfaces. These chapters discuss real-time multimodal analysis of emotion and social signals from various modalities, and perception of affective expression by users. Further chapters discuss multimodal processing of cognitive state using behavioral and physiological signals to detect cognitive load, domain expertise, deception, and depression. This collection of chapters provides walk-through examples of system design and processing, information on tools and practical resources for developing and evaluating new systems, and terminology and tutorial support for mastering this rapidly expanding field. In the final section of this volume, experts exchange views on the timely and controversial challenge topic of multimodal deep learning. The discussion focuses on how multimodal-multisensor interfaces are most likely to advance human performance during the next decade.
Автор: Anestis Terzis Название: Handbook of Camera Monitor Systems ISBN: 3319806084 ISBN-13(EAN): 9783319806082 Издательство: Springer Рейтинг: Цена: 16769.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This handbook offers a comprehensive overview of Camera Monitor Systems (CMS), ranging from the ISO 16505-based development aspects to practical realization concepts.
ООО "Логосфера " Тел:+7(495) 980-12-10 www.logobook.ru
