Conceptual Spaces: The Geometry of Throught

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9780262572194: Conceptual Spaces: The Geometry of Throught

Within cognitive science, two approaches currently dominate the problem of modeling representations. The symbolic approach views cognition as computation involving symbolic manipulation. Connectionism, a special case of associationism, models associations using artificial neuron networks. Peter Grdenfors offers his theory of conceptual representations as a bridge between the symbolic and connectionist approaches. Symbolic representation is particularly weak at modeling concept learning, which is paramount for understanding many cognitive phenomena. Concept learning is closely tied to the notion of similarity, which is also poorly served by the symbolic approach. Grdenfors's theory of conceptual spaces presents a framework for representing information on the conceptual level. A conceptual space is built up from geometrical structures based on a number of quality dimensions. The main applications of the theory are on the constructive side of cognitive science: as a constructive model the theory can be applied to the development of artificial systems capable of solving cognitive tasks. Grdenfors also shows how conceptual spaces can serve as an explanatory framework for a number of empirical theories, in particular those concerning concept formation, induction, and semantics. His aim is to present a coherent research program that can be used as a basis for more detailed investigations.

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Peter Gardenfors
Editore: MIT Press Ltd, United States (2004)
ISBN 10: 0262572192 ISBN 13: 9780262572194
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Descrizione libro MIT Press Ltd, United States, 2004. Paperback. Condizione libro: New. Revised ed.. 226 x 152 mm. Language: English . Brand New Book. Within cognitive science, two approaches currently dominate the problem of modeling representations. The symbolic approach views cognition as computation involving symbolic manipulation. Connectionism, a special case of associationism, models associations using artificial neuron networks. Peter Gardenfors offers his theory of conceptual representations as a bridge between the symbolic and connectionist approaches. Symbolic representation is particularly weak at modeling concept learning, which is paramount for understanding many cognitive phenomena. Concept learning is closely tied to the notion of similarity, which is also poorly served by the symbolic approach. Gardenfors s theory of conceptual spaces presents a framework for representing information on the conceptual level. A conceptual space is built up from geometrical structures based on a number of quality dimensions. The main applications of the theory are on the constructive side of cognitive science: as a constructive model the theory can be applied to the development of artificial systems capable of solving cognitive tasks. Gardenfors also shows how conceptual spaces can serve as an explanatory framework for a number of empirical theories, in particular those concerning concept formation, induction, and semantics. His aim is to present a coherent research program that can be used as a basis for more detailed investigations. Codice libro della libreria AAU9780262572194

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Descrizione libro Condizione libro: New. Depending on your location, this item may ship from the US or UK. Codice libro della libreria 97802625721940000000

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Peter Gardenfors
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Descrizione libro MIT Press Ltd, United States, 2004. Paperback. Condizione libro: New. Revised ed.. 226 x 152 mm. Language: English . Brand New Book. Within cognitive science, two approaches currently dominate the problem of modeling representations. The symbolic approach views cognition as computation involving symbolic manipulation. Connectionism, a special case of associationism, models associations using artificial neuron networks. Peter Gardenfors offers his theory of conceptual representations as a bridge between the symbolic and connectionist approaches. Symbolic representation is particularly weak at modeling concept learning, which is paramount for understanding many cognitive phenomena. Concept learning is closely tied to the notion of similarity, which is also poorly served by the symbolic approach. Gardenfors s theory of conceptual spaces presents a framework for representing information on the conceptual level. A conceptual space is built up from geometrical structures based on a number of quality dimensions. The main applications of the theory are on the constructive side of cognitive science: as a constructive model the theory can be applied to the development of artificial systems capable of solving cognitive tasks. Gardenfors also shows how conceptual spaces can serve as an explanatory framework for a number of empirical theories, in particular those concerning concept formation, induction, and semantics. His aim is to present a coherent research program that can be used as a basis for more detailed investigations. Codice libro della libreria AAU9780262572194

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Descrizione libro MIT Press Ltd, 2004. Condizione libro: New. 2004. Paperback. A new theory of conceptual representations as a bridge between the symbolic and connectionist approaches. Num Pages: 317 pages, 72. BIC Classification: JMR. Category: (P) Professional & Vocational. Dimension: 227 x 155 x 16. Weight in Grams: 436. . . . . . . Codice libro della libreria V9780262572194

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Descrizione libro MIT Press Ltd. Condizione libro: New. 2004. Paperback. A new theory of conceptual representations as a bridge between the symbolic and connectionist approaches. Num Pages: 317 pages, 72. BIC Classification: JMR. Category: (P) Professional & Vocational. Dimension: 227 x 155 x 16. Weight in Grams: 436. . . . . . Books ship from the US and Ireland. Codice libro della libreria V9780262572194

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Descrizione libro MIT Press Ltd. Paperback. Condizione libro: new. BRAND NEW, Conceptual Spaces: The Geometry of Thought, Peter Gardenfors, Within cognitive science, two approaches currently dominate the problem of modeling representations. The symbolic approach views cognition as computation involving symbolic manipulation. Connectionism, a special case of associationism, models associations using artificial neuron networks. Peter Gardenfors offers his theory of conceptual representations as a bridge between the symbolic and connectionist approaches. Symbolic representation is particularly weak at modeling concept learning, which is paramount for understanding many cognitive phenomena. Concept learning is closely tied to the notion of similarity, which is also poorly served by the symbolic approach. Gardenfors's theory of conceptual spaces presents a framework for representing information on the conceptual level. A conceptual space is built up from geometrical structures based on a number of quality dimensions. The main applications of the theory are on the constructive side of cognitive science: as a constructive model the theory can be applied to the development of artificial systems capable of solving cognitive tasks. Gardenfors also shows how conceptual spaces can serve as an explanatory framework for a number of empirical theories, in particular those concerning concept formation, induction, and semantics. His aim is to present a coherent research program that can be used as a basis for more detailed investigations. Codice libro della libreria B9780262572194

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Descrizione libro MIT Press, 2004. PAP. Condizione libro: New. New Book. Shipped from UK in 4 to 14 days. Established seller since 2000. Codice libro della libreria BB-9780262572194

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Descrizione libro MIT Press, 2004. PAP. Condizione libro: New. New Book.Shipped from US within 10 to 14 business days. Established seller since 2000. Codice libro della libreria IB-9780262572194

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