Semantic Cognition 2024 pdf epub mobi 電子書 下載


Semantic Cognition

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This groundbreaking monograph offers a mechanistic theory of the representation and use of semantic knowledge, integrating the strengths and overcoming many of the weaknesses of hierarchical, categorization-based approaches, similarity-based approaches, and the approach often called "theory theory." Building on earlier models by Geoffrey Hinton in the 1980s and David Rumelhart in the early 1990s, the authors propose that performance in semantic tasks arises through the propagation of graded signals in a system of interconnected processing units. The representations used in performing these tasks are patterns of activation across units, governed by weighted connections among them. Semantic knowledge is acquired through the gradual adjustment of the strengths of these connections in the course of day-to-day experience.The authors show how a simple computational model proposed by Rumelhart exhibits a progressive differentiation of conceptual knowledge, paralleling aspects of cognitive development seen in the work of Frank Keil and Jean Mandler. The authors extend the model to address aspects of conceptual knowledge acquisition in infancy, disintegration of conceptual knowledge in dementia, "basic-level" effects and their interaction with expertise, and many findings introduced to support the idea that semantic cognition is guided by naive, domain-specific theories.

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Semantic Cognition 2024 pdf epub mobi 電子書 下載

Semantic Cognition 2024 pdf epub mobi 電子書 下載

Semantic Cognition 2024 pdf epub mobi 電子書 下載



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出版者:Mit Press
作者:Timothy T. Rogers and James L. McClelland
出品人:
頁數:425
譯者:
出版時間:2004
價格:$50.00
裝幀:HRD
isbn號碼:9780262182393
叢書系列:

圖書標籤: 智能  work   


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