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Handbook on Neural Information Processing, Monica Bianchini; Marco Maggini; Lakhmi C. Jain


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Автор: Monica Bianchini; Marco Maggini; Lakhmi C. Jain
Название:  Handbook on Neural Information Processing
ISBN: 9783642429897
Издательство: Springer
Классификация:
ISBN-10: 3642429890
Обложка/Формат: Paperback
Страницы: 538
Вес: 0.78 кг.
Дата издания: 22.05.2015
Серия: Intelligent Systems Reference Library
Язык: English
Размер: 234 x 156 x 29
Основная тема: Engineering
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание:

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.




Principles of Neural Information Processing

Автор: Werner v. Seelen; Konstantin Behrend
Название: Principles of Neural Information Processing
ISBN: 3319369342 ISBN-13(EAN): 9783319369341
Издательство: Springer
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Цена: 11753.00 р.
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Описание:

In this fundamental book the authors devise a framework that describes the working of the brain as a whole. It presents a comprehensive introduction to the principles of Neural Information Processing as well as recent and authoritative research. The books guiding principles are the main purpose of neural activity, namely, to organize behavior to ensure survival, as well as the understanding of the evolutionary genesis of the brain. Among the developed principles and strategies belong self-organization of neural systems, flexibility, the active interpretation of the world by means of construction and prediction as well as their embedding into the world, all of which form the framework of the presented description. Since, in brains, their partial self-organization, the lifelong adaptation and their use of various methods of processing incoming information are all interconnected, the authors have chosen not only neurobiology and evolution theory as a basis for the elaboration of such a framework but also systems and signal theory.

The most important message of the book and authors is: brains are evolved as a whole and a description of parts although necessary lets one miss the wood for the trees.

Neural Information Processing: Research and Development

Автор: Jagath Chandana Rajapakse; Lipo Wang
Название: Neural Information Processing: Research and Development
ISBN: 364253564X ISBN-13(EAN): 9783642535642
Издательство: Springer
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Цена: 20962.00 р.
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Описание: The field of neural information processing has two main objects: investigation into the functioning of biological neural networks and use of artificial neural networks to sol ve real world problems. Hoshino and Zheng simulate a neural network of the auditory cortex to investigate neural basis for encoding and perception of vowel sounds.

Natural Language Processing and Information Systems

Автор: M?tais
Название: Natural Language Processing and Information Systems
ISBN: 3319417533 ISBN-13(EAN): 9783319417530
Издательство: Springer
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Цена: 8944.00 р.
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Описание: This book constitutes the refereed proceedings of the 21st International Conference on Applications of Natural Language to Information Systems, NLDB 2016, held in Salford, UK, in June 2016. The 17 full papers, 22 short papers, and 13 poster papers presented were carefully reviewed and selected from 83 submissions.

Ubiquitous Computing and Ambient Intelligence. Sensing, Processing, and Using Environmental Information

Автор: Juan M. Garc?a-Chamizo; Giancarlo Fortino; Sergio
Название: Ubiquitous Computing and Ambient Intelligence. Sensing, Processing, and Using Environmental Information
ISBN: 3319264001 ISBN-13(EAN): 9783319264004
Издательство: Springer
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Цена: 10062.00 р.
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Описание: This book constitutes the refereed proceedings of the 9th International Conference on Ubiquitous Computing and Ambient Intelligence, UCAmI 2015, held in Puerto Varas, Chile, in December 2015. The 36 full papers presented together with 11 short papers were carefully reviewed and selected from 62 submissions.

Neural Information Processing

Автор: Tingwen Huang; Zhigang Zeng; Chuandong Li; Chi Sin
Название: Neural Information Processing
ISBN: 3642344747 ISBN-13(EAN): 9783642344749
Издательство: Springer
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Цена: 6986.00 р.
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Описание: The five volume set LNCS 7663, LNCS 7664, LNCS 7665, LNCS 7666 and LNCS 7667 constitutes the proceedings of the 19th International Conference on Neural Information Processing, ICONIP 2012, held in Doha, Qatar, in November 2012.

Neural Information Processing

Автор: Minho Lee; Akira Hirose; Zeng-Guang Hou; Rhee Man
Название: Neural Information Processing
ISBN: 3642420532 ISBN-13(EAN): 9783642420535
Издательство: Springer
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Цена: 6986.00 р.
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Описание: The three volume set LNCS 8226, LNCS 8227, and LNCS 8228 constitutes the proceedings of the 20th International Conference on Neural Information Processing, ICONIP 2013, held in Daegu, Korea, in November 2013. These papers cover all major topics of theoretical research, empirical study and applications of neural information processing research.

Neural Information Processing

Автор: Tingwen Huang; Zhigang Zeng; Chuandong Li; Chi Sin
Название: Neural Information Processing
ISBN: 3642344771 ISBN-13(EAN): 9783642344770
Издательство: Springer
Рейтинг:
Цена: 6986.00 р.
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Описание: The five volume set LNCS 7663, LNCS 7664, LNCS 7665, LNCS 7666 and LNCS 7667 constitutes the proceedings of the 19th International Conference on Neural Information Processing, ICONIP 2012, held in Doha, Qatar, in November 2012.

Information Processing and Management of Uncertainty in Knowledge-Based Systems

Автор: Eyke H?llermeier; Rudolf Kruse; Frank Hoffmann
Название: Information Processing and Management of Uncertainty in Knowledge-Based Systems
ISBN: 3642140548 ISBN-13(EAN): 9783642140549
Издательство: Springer
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Цена: 20962.00 р.
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Описание: The International Conference on Information Processing and Management of - certainty in Knowledge-Based Systems, IPMU, is organized every two years with the aim of bringing together scientists working on methods for the management of uncertainty and aggregation of information in intelligent systems.

Handbook on Neural Information Processing

Автор: Bianchini Monica
Название: Handbook on Neural Information Processing
ISBN: 3642366562 ISBN-13(EAN): 9783642366567
Издательство: Springer
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Цена: 26122.00 р.
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Описание:

Neural Network Architectures.- Learning paradigms.-

Reasoning and applications.- conclusions.

Reasoning and applications.- conclusions.

Reasoning and applications.- conclusions.

Neural Information Processing

Автор: Tingwen Huang; Zhigang Zeng; Chuandong Li; Chi Sin
Название: Neural Information Processing
ISBN: 3642344801 ISBN-13(EAN): 9783642344800
Издательство: Springer
Рейтинг:
Цена: 6986.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: The five volume set LNCS 7663, LNCS 7664, LNCS 7665, LNCS 7666 and LNCS 7667 constitutes the proceedings of the 19th International Conference on Neural Information Processing, ICONIP 2012, held in Doha, Qatar, in November 2012.

Principles of Neural Information Processing

Автор: Werner v. Seelen; Konstantin Behrend
Название: Principles of Neural Information Processing
ISBN: 3319201123 ISBN-13(EAN): 9783319201122
Издательство: Springer
Рейтинг:
Цена: 14365.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

In this fundamental book the authors devise a framework that describes the working of the brain as a whole. It presents a comprehensive introduction to the principles of Neural Information Processing as well as recent and authoritative research. The books guiding principles are the main purpose of neural activity, namely, to organize behavior to ensure survival, as well as the understanding of the evolutionary genesis of the brain. Among the developed principles and strategies belong self-organization of neural systems, flexibility, the active interpretation of the world by means of construction and prediction as well as their embedding into the world, all of which form the framework of the presented description. Since, in brains, their partial self-organization, the lifelong adaptation and their use of various methods of processing incoming information are all interconnected, the authors have chosen not only neurobiology and evolution theory as a basis for the elaboration of such a framework but also systems and signal theory.

The most important message of the book and authors is: brains are evolved as a whole and a description of parts although necessary lets one miss the wood for the trees.

Advances in Neuro-Information Processing

Автор: Mario Koeppen; Nikola K. Kasabov; George Coghill
Название: Advances in Neuro-Information Processing
ISBN: 3642030394 ISBN-13(EAN): 9783642030390
Издательство: Springer
Рейтинг:
Цена: 22359.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: The two volume set LNCS 5506 and LNCS 5507 constitutes the thoroughly refereed post-conference proceedings of the 15th International Conference on Neural Information Processing, ICONIP 2008, held in Auckland, New Zealand, in November 2008.


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