Extended Cognition and the Dynamics of Algorithmic Skills (Studies in Applied Philosophy, Epistemology and Rational Ethics)
暫譯: 擴展認知與演算法技能的動態(應用哲學、認識論與理性倫理學研究)
Simone Pinna
- 出版商: Springer
- 出版日期: 2017-01-26
- 售價: $2,420
- 貴賓價: 9.5 折 $2,299
- 語言: 英文
- 頁數: 122
- 裝訂: Hardcover
- ISBN: 3319518402
- ISBN-13: 9783319518404
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相關分類:
Algorithms-data-structures
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相關主題
商品描述
This book describes a novel methodology for studying algorithmic skills, intended as cognitive activities related to rule-based symbolic transformation, and argues that some human computational abilities may be interpreted and analyzed as genuine examples of extended cognition. It shows that the performance of these abilities relies not only on innate neurocognitive systems or language-related skills, but also on external tools and general agent–environment interactions. Further, it asserts that a low-level analysis, based on a set of core neurocognitive systems linking numbers and language, is not sufficient to explain some specific forms of high-level numerical skills, like those involved in algorithm execution. To this end, it reports on the design of a cognitive architecture for modeling all the relevant features involved in the execution of algorithmic strategies, including external tools, such as paper and pencils. The first part of the book discusses the philosophical premises for endorsing and justifying a position in philosophy of mind that links a modified form of computationalism with some recent theoretical and scientific developments, like those introduced by the so-called dynamical approach to cognition. The second part is dedicated to the description of a Turing-machine-inspired cognitive architecture, expressly designed to formalize all kinds of algorithmic strategies.
商品描述(中文翻譯)
本書描述了一種新穎的方法論,用於研究算法技能,這些技能被視為與基於規則的符號轉換相關的認知活動,並主張某些人類計算能力可以被解釋和分析為擴展認知的真正例子。它顯示這些能力的表現不僅依賴於先天的神經認知系統或語言相關技能,還依賴於外部工具和一般的代理者與環境的互動。此外,本書主張,基於一組核心神經認知系統(這些系統將數字與語言聯繫起來)的低層次分析不足以解釋某些特定形式的高層次數字技能,例如涉及算法執行的技能。為此,本書報告了一種認知架構的設計,旨在建模執行算法策略所涉及的所有相關特徵,包括外部工具,如紙張和鉛筆。本書的第一部分討論了支持和證明心智哲學立場的哲學前提,該立場將修改過的計算主義與一些最近的理論和科學發展聯繫起來,例如所謂的動態認知方法所引入的內容。第二部分專門描述了一種受圖靈機啟發的認知架構,該架構專門設計用於形式化各種算法策略。