The Routledge handbook of the computational mind:
Computational approaches dominate contemporary cognitive science, promising a unified, scientific explanation of how the mind works. However, computational approaches raise major philosophical and scientific questions. In what sense is the mind computational? How do computational approaches explain...
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| Weitere Verfasser: | , |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
London
Routledge
2018
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| Ausgabe: | 1st |
| Schriftenreihe: | Routledge handbooks in philosophy
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| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | Computational approaches dominate contemporary cognitive science, promising a unified, scientific explanation of how the mind works. However, computational approaches raise major philosophical and scientific questions. In what sense is the mind computational? How do computational approaches explain perception, learning, and decision making? What kinds of challenges should computational approaches overcome to advance our understanding of mind, brain, and behaviour? The Routledge Handbook of the Computational Mind is an outstanding overview and exploration of these issues and the first philosophical collection of its kind. Comprising thirty-five chapters by an international team of contributors from different disciplines, the Handbook is organised into four parts: History and future prospects of computational approaches Types of computational approachFoundations and challenges of computational approachesApplications to specific parts of psychology. Essential reading for students and researchers in philosophy of mind, philosophy of psychology, and philosophy of science, The Routledge Handbook of the Computational Mind will also be of interest to those studying computational models in related subjects such as psychology, neuroscience, and computer science |
| Beschreibung: | Introduction Mark Sprevak and Matteo Colombo Part 1: History and Future Directions 1. Computational thought from Descartes to Lovelace Alistair M.C. Isaac 2. Turing and the first electronic brains: What the papers said Diane Proudfoot and Jack Copeland 3. British cybernetics (or 'The disembodiment of mind') Joe Dewhurst 4. Cybernetics Tara H. Abraham 5. Turing-equivalent computation at the "conception" of cognitive science Kenneth Aizawa 6. Connectionism and post-connectionist models Cameron Buckner and James Garson 7. Artificial Intelligence Murray Shanahan Part 2: Types of Computing 8. Classical computational models Richard Samuels 9. Explanation and connectionist models Catherine Stinson 10. - Dynamic information processing Frank Faries and Anthony Chemero 11. Probabilistic models David Danks 12. Prediction error minimization in the brain Jakob Hohwy Part 3: Foundations and Challenges 13. Triviality arguments about implementation Mark Sprevak 14. Computational implementation J. Brendan Ritchie and Gualtiero Piccinini 15. Computation and levels in cognitive and neural sciences Lotem Elber-Dorozko and Oron Shagrir 16. Reductive explanation between psychology and neuroscience Daniel A. Weiskopf 17. Helmholtz's vision: Underdetermination, behavior and the brain Clark Glymour and Ruben Sanchez-Romero 18. The nature and function of content in computational models Frances Egan 19. Maps, models and computational simulations in the mind William Ramsey 20. - The cognitive basis of computation: Putting computation in its place Daniel D. Hutto, Erik Myin, Anco Peeters and Farid Zahnoun 21. Computational explanations and neural coding Rosa Cao 22. Computation, consciousness, and "Computation and consciousness" Colin Klein 23. Concepts, symbols and computation: An integrative approach Jenelle Salisbury and Susan Schneider 24. Embodied cognition Marcin Miłkowski 25. Tractability and the computational mind Jakub Szymanik and Rineke Verbrugge Part 4: Applications 26. Computat |
| Beschreibung: | 1 online resource |
| ISBN: | 9781317286714 1317286715 9781317286721 1317286723 9781317286707 1317286707 9781315643670 1315643677 |
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| 500 | |a Introduction Mark Sprevak and Matteo Colombo Part 1: History and Future Directions 1. Computational thought from Descartes to Lovelace Alistair M.C. Isaac 2. Turing and the first electronic brains: What the papers said Diane Proudfoot and Jack Copeland 3. British cybernetics (or 'The disembodiment of mind') Joe Dewhurst 4. Cybernetics Tara H. Abraham 5. Turing-equivalent computation at the "conception" of cognitive science Kenneth Aizawa 6. Connectionism and post-connectionist models Cameron Buckner and James Garson 7. Artificial Intelligence Murray Shanahan Part 2: Types of Computing 8. Classical computational models Richard Samuels 9. Explanation and connectionist models Catherine Stinson 10. - Dynamic information processing Frank Faries and Anthony Chemero 11. Probabilistic models David Danks 12. Prediction error minimization in the brain Jakob Hohwy Part 3: Foundations and Challenges 13. Triviality arguments about implementation Mark Sprevak 14. Computational implementation J. Brendan Ritchie and Gualtiero Piccinini 15. Computation and levels in cognitive and neural sciences Lotem Elber-Dorozko and Oron Shagrir 16. Reductive explanation between psychology and neuroscience Daniel A. Weiskopf 17. Helmholtz's vision: Underdetermination, behavior and the brain Clark Glymour and Ruben Sanchez-Romero 18. The nature and function of content in computational models Frances Egan 19. Maps, models and computational simulations in the mind William Ramsey 20. - The cognitive basis of computation: Putting computation in its place Daniel D. Hutto, Erik Myin, Anco Peeters and Farid Zahnoun 21. Computational explanations and neural coding Rosa Cao 22. Computation, consciousness, and "Computation and consciousness" Colin Klein 23. Concepts, symbols and computation: An integrative approach Jenelle Salisbury and Susan Schneider 24. Embodied cognition Marcin Miłkowski 25. Tractability and the computational mind Jakub Szymanik and Rineke Verbrugge Part 4: Applications 26. Computat | ||
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| spelling | The Routledge handbook of the computational mind edited by Mark Sprevak and Matteo Colombo Handbook of the computational mind Computational mind 1st London Routledge 2018 1 online resource txt rdacontent c rdamedia cr rdacarrier Routledge handbooks in philosophy Introduction Mark Sprevak and Matteo Colombo Part 1: History and Future Directions 1. Computational thought from Descartes to Lovelace Alistair M.C. Isaac 2. Turing and the first electronic brains: What the papers said Diane Proudfoot and Jack Copeland 3. British cybernetics (or 'The disembodiment of mind') Joe Dewhurst 4. Cybernetics Tara H. Abraham 5. Turing-equivalent computation at the "conception" of cognitive science Kenneth Aizawa 6. Connectionism and post-connectionist models Cameron Buckner and James Garson 7. Artificial Intelligence Murray Shanahan Part 2: Types of Computing 8. Classical computational models Richard Samuels 9. Explanation and connectionist models Catherine Stinson 10. - Dynamic information processing Frank Faries and Anthony Chemero 11. Probabilistic models David Danks 12. Prediction error minimization in the brain Jakob Hohwy Part 3: Foundations and Challenges 13. Triviality arguments about implementation Mark Sprevak 14. Computational implementation J. Brendan Ritchie and Gualtiero Piccinini 15. Computation and levels in cognitive and neural sciences Lotem Elber-Dorozko and Oron Shagrir 16. Reductive explanation between psychology and neuroscience Daniel A. Weiskopf 17. Helmholtz's vision: Underdetermination, behavior and the brain Clark Glymour and Ruben Sanchez-Romero 18. The nature and function of content in computational models Frances Egan 19. Maps, models and computational simulations in the mind William Ramsey 20. - The cognitive basis of computation: Putting computation in its place Daniel D. Hutto, Erik Myin, Anco Peeters and Farid Zahnoun 21. Computational explanations and neural coding Rosa Cao 22. Computation, consciousness, and "Computation and consciousness" Colin Klein 23. Concepts, symbols and computation: An integrative approach Jenelle Salisbury and Susan Schneider 24. Embodied cognition Marcin Miłkowski 25. Tractability and the computational mind Jakub Szymanik and Rineke Verbrugge Part 4: Applications 26. Computat Computational approaches dominate contemporary cognitive science, promising a unified, scientific explanation of how the mind works. However, computational approaches raise major philosophical and scientific questions. In what sense is the mind computational? How do computational approaches explain perception, learning, and decision making? What kinds of challenges should computational approaches overcome to advance our understanding of mind, brain, and behaviour? The Routledge Handbook of the Computational Mind is an outstanding overview and exploration of these issues and the first philosophical collection of its kind. Comprising thirty-five chapters by an international team of contributors from different disciplines, the Handbook is organised into four parts: History and future prospects of computational approaches Types of computational approachFoundations and challenges of computational approachesApplications to specific parts of psychology. Essential reading for students and researchers in philosophy of mind, philosophy of psychology, and philosophy of science, The Routledge Handbook of the Computational Mind will also be of interest to those studying computational models in related subjects such as psychology, neuroscience, and computer science Computational intelligence Cognitive science Computational neuroscience Philosophy of mind Sprevak, Mark 1977- edt Colombo, Matteo edt https://www.taylorfrancis.com/books/9781315643670 Verlag URL des Erstveroeffentlichers Volltext |
| spellingShingle | The Routledge handbook of the computational mind Computational intelligence Cognitive science Computational neuroscience Philosophy of mind |
| title | The Routledge handbook of the computational mind |
| title_alt | Handbook of the computational mind Computational mind |
| title_auth | The Routledge handbook of the computational mind |
| title_exact_search | The Routledge handbook of the computational mind |
| title_exact_search_txtP | The Routledge handbook of the computational mind |
| title_full | The Routledge handbook of the computational mind edited by Mark Sprevak and Matteo Colombo |
| title_fullStr | The Routledge handbook of the computational mind edited by Mark Sprevak and Matteo Colombo |
| title_full_unstemmed | The Routledge handbook of the computational mind edited by Mark Sprevak and Matteo Colombo |
| title_short | The Routledge handbook of the computational mind |
| title_sort | the routledge handbook of the computational mind |
| topic | Computational intelligence Cognitive science Computational neuroscience Philosophy of mind |
| topic_facet | Computational intelligence Cognitive science Computational neuroscience Philosophy of mind |
| url | https://www.taylorfrancis.com/books/9781315643670 |
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