Werner v. Seelen; Konstantin Behrend Principles of Neural Information Processing 9783319201122

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Автор: Werner v. Seelen; Konstantin Behrend
Название: Principles of Neural Information Processing
ISBN: 9783319201122
Издательство: Springer
Классификация:

Науки о жизни (медико-биологические): общие вопросы

Нейронауки

Искусственный интеллект

ISBN-10: 3319201123
Обложка/Формат: Hardcover
Страницы: 110
Вес: 0.35 кг.
Дата издания: 09.07.2015
Серия: Cognitive Systems Monographs
Язык: English
Иллюстрации: 5 black & white illustrations, biography
Размер: 163 x 246 x 12
Читательская аудитория: Professional & vocational
Основная тема: Computational Intelligence
Ссылка на Издательство: Link
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Поставляется из: Германии
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.

Principles of Neural Information Processing, Werner v. Seelen; Konstantin Behrend