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Principles of Neural Information Processing

  • Werner v. Seelen
  • Konstantin Behrend

Part of the Cognitive Systems Monographs book series (COSMOS, volume 27)

Table of contents

  1. Front Matter
    Pages i-viii
  2. Werner v. Seelen, Konstantin Behrend
    Pages 1-102

About this book

Introduction

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.

Keywords

Basics Neural Processing Cognitive Systems Neural Information Processing Neural Networks Neural Systems Principles of Neural Information Processing

Authors and affiliations

  • Werner v. Seelen
    • 1
  • Konstantin Behrend
    • 2
  1. 1.Institute für NeuroinformatikRuhr Universität BochumMainzGermany
  2. 2.Zoologisches Institut Abteilung NeurobiologieUniversität MainzBad KreuznachGermany

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-20113-9
  • Copyright Information Springer International Publishing Switzerland 2016
  • Publisher Name Springer, Cham
  • eBook Packages Engineering
  • Print ISBN 978-3-319-20112-2
  • Online ISBN 978-3-319-20113-9
  • Series Print ISSN 1867-4925
  • Series Online ISSN 1867-4933
  • Buy this book on publisher's site
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