Principles of neural information processing /

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Bibliographic Details
Author / Creator:Seelen, W. von (Werner), author.
Imprint:Cham : Springer, 2016.
Description:1 online resource : illustrations
Language:English
Series:Cognitive systems monographs, 1867-4933 ; volume 27
Cognitive systems monographs ; v. 27.
Subject:
Format: E-Resource Book
URL for this record:http://pi.lib.uchicago.edu/1001/cat/bib/11243447
Hidden Bibliographic Details
Other authors / contributors:Behrend, Konstantin, author.
ISBN:9783319201139
3319201131
3319201123
9783319201122
9783319201122
Digital file characteristics:text file PDF
Notes:Includes bibliographical references.
English.
Online resource; title from PDF title page (Ebsco, viewed July 7, 2015).
Summary: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.
Other form:Printed edition: 9783319201122
Standard no.:10.1007/978-3-319-20113-9