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Principles of neural information processing

  • 作者: Seelen, Werner v., author.
  • 其他作者:
  • 其他題名:
    • Cognitive systems monographs ;
  • 出版: Cham : Springer International Publishing :Imprint: Springer
  • 叢書名: Cognitive systems monographs,volume 27
  • 主題: Neural networks (Neurobiology) , Human information processing. , Engineering. , Computational Intelligence. , Artificial Intelligence (incl. Robotics) , Neurosciences.
  • ISBN: 9783319201139 (electronic bk.) 、 9783319201122 (paper)
  • FIND@SFXID: CGU
  • 資料類型: 電子書
  • 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.
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  • 系統號: 005357122 | 機讀編目格式
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