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· 분류 : 외국도서 > 인문/사회 > 철학 > 정신/육체
· ISBN : 9781138186682
· 쪽수 : 526쪽
· 출판일 : 2018-08-28
목차
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’) Joseph Dewhurst
4. Cybernetics Tara 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 science Lotom 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 Reuben 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. Computational cognitive neuroscience Carlos Zednik
27. Simulation in computational neuroscience Liz Irvine
28. Learning and reasoning Matteo Colombo
29. Vision Mazviita Chirimuuta
30. Perception without computation? Nico Orlandi
31. Motor computation Michael Rescorla
32. Computational models of emotion Xiaosi Gu
33. Computational psychiatry Matthew Broome and Stefan Brugger
34. Computational approaches to social cognition John Michael and Miles MacLeod
35. Computational theories of group behavior Bryce Huebner and Joseph Jebari.
Index
