代数的头脑:整合联结主义和认知科学

【英语】 代数的头脑:整合联结主义和认知科学 2007-08-16

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条目内容介绍:
书名: The Algebraic Mind: Integrating Connectionism and Cognitive Science (Learning, Development, and Conceptual Change)
作者: Gary F. Marcus (Author)
出版社: The MIT Press (February 19, 2001)
语言:English
ISBN-10: 0262133792
ISBN-13: 978-0262133791

Book Description
In The Algebraic Mind, Gary Marcus attempts to integrate two theories about how the mind works, one that says that the mind is a computer-like manipulator of symbols, and another that says that the mind is a large network of neurons working together in parallel. Resisting the conventional wisdom that says that if the mind is a large neural network it cannot simultaneously be a manipulator of symbols, Marcus outlines a variety of ways in which neural systems could be organized so as to manipulate symbols, and he shows why such systems are more likely to provide an adequate substrate for language and cognition than neural systems that are inconsistent with the manipulation of symbols. Concluding with a discussion of how a neurally realized system of symbol-manipulation could have evolved and how such a system could unfold developmentally within the womb, Marcus helps to set the future agenda of cognitive neuroscience.

Review
"In The Algebraic Mind, Marcus dives into the difficult waters of the connectionist-symbolic debate." -- Kenneth J. Kurtz, Cognitive Sciences Society Newsletter

"The Algebraic Mind is a rare and invaluable achievement, which should be required reading for cog nitive scientists, cognitive neuroscientists, and researchers in artificial intelligence." --Steven Pinker, Peter de Florez Professor at MIT, and author of How the Mind Works and Words and Rules.

"This is a beautifully clear, fiercely argued book, and it will have a huge influence on how resea rchers from a range of different perspectives think about the nature of cognition and development." -- Paul Bloom, Professor, Department of Psychology, Yale University

"a masterpiece of clear exposition from someone who has thought long and deeply about these questions." -- C. R. Gallistel, Professor of Psychology, Rutgers University

About the Author
Gary F. Marcus is Associate Professor of Psychology at New York University.

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