Information Adaptation: The Interplay Between Shannon Information and Semantic Information in Cognition (SpringerBriefs in Complexity)
暫譯: 資訊適應:香農資訊與語意資訊在認知中的相互作用 (SpringerBriefs in Complexity)

Hermann Haken, Juval Portugali

  • 出版商: Springer
  • 出版日期: 2014-10-16
  • 售價: $2,410
  • 貴賓價: 9.5$2,290
  • 語言: 英文
  • 頁數: 90
  • 裝訂: Paperback
  • ISBN: 3319111698
  • ISBN-13: 9783319111698
  • 海外代購書籍(需單獨結帳)

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商品描述

This monograph demonstrates the interplay between Shannon information and semantic information in cognition. It shows that Shannon’s information acts as driving force for the formation of semantic information; and vice versa, namely, that semantic information participates in the formation of Shannonian information. The authors show that in cognition, Shannonian and semantic information are interrelated as two aspects of a cognitive process termed as information adaptation. In the latter the mind/brain adapts to the environment by the deflating and/or inflating of the information conveyed by the environment. In the process of information adaptation, quantitative variations in Shannon’s information entail different meanings while different meanings affect the quantity of information. The book illustrates the above conceptually and mathematically by reference to three cognitive processes: pattern recognition, face learning and the recognition of a moving object.

商品描述(中文翻譯)

這本專著展示了香農資訊(Shannon information)與語意資訊(semantic information)在認知中的相互作用。它顯示香農的資訊作為語意資訊形成的驅動力;反之,語意資訊也參與香農資訊的形成。作者指出,在認知中,香農資訊與語意資訊是相互關聯的,作為一個稱為「資訊適應」(information adaptation)的認知過程的兩個面向。在這個過程中,心智/大腦通過減少和/或增加環境所傳遞的資訊來適應環境。在資訊適應的過程中,香農資訊的定量變化會帶來不同的意義,而不同的意義又會影響資訊的數量。這本書通過參考三個認知過程:模式識別、面孔學習和移動物體的識別,從概念和數學上說明了上述概念。