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Unifying the mind : cognitive representations as graphical models / David Danks.
- Format:
- Book
- Author/Creator:
- Danks, David, 1975- author.
- Language:
- English
- Subjects (All):
- Cognition.
- Physical Description:
- 1 online resource (300 p.)
- Place of Publication:
- Cambridge, Massachusetts ; London, England : The MIT Press, [2014]
- Language Note:
- English
- Summary:
- A novel proposal that the unified nature of our cognition can be partially explained by a cognitive architecture based on graphical models.
- Contents:
- Acknowledgments
- "Free range" cognition
- Computational realism, levels, and constraints
- A primer on graphical models
- Causal cognition
- Concepts, categories, and inference
- Decision-making via graphical models
- Unifying cognition
- Alternative approaches
- Broader implications
- Conclusions, open questions, and next steps
- Appendix: Graphical models and concepts
- References
- Notes
- Index.
- Notes:
- Bibliographic Level Mode of Issuance: Monograph
- Includes bibliographical references and index.
- OCLC-licensed vendor bibliographic record.
- ISBN:
- 0-262-32544-6
- OCLC:
- 891397758
- Publisher Number:
- ebc3339861
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