Principles of neural information pro...
Behrend, Konstantin.

 

  • Principles of neural information processing[electronic resource] /
  • 紀錄類型: 書目-語言資料,印刷品 : Monograph/item
    杜威分類號: 612.82
    書名/作者: Principles of neural information processing/ by Werner v. Seelen, Konstantin Behrend.
    作者: Seelen, Werner v.
    其他作者: Behrend, Konstantin.
    出版者: Cham : : Springer International Publishing :, 2016.
    面頁冊數: viii, 102 p. : : ill., digital ;; 24 cm.
    Contained By: Springer eBooks
    標題: Neural networks (Neurobiology)
    標題: Human information processing.
    標題: Engineering.
    標題: Computational Intelligence.
    標題: Artificial Intelligence (incl. Robotics)
    標題: Neurosciences.
    ISBN: 9783319201139
    ISBN: 9783319201122
    內容註: Introduction -- Evolution and Brain -- Function of the Overall System -- Structures in Neural Systems -- Aspects of Description -- Social Aspects – Remarks -- Remarks on Open Terms -- Options for Technical Feasibility -- A Viewpoint.
    摘要、提要註: 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.
    電子資源: http://dx.doi.org/10.1007/978-3-319-20113-9
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