The Routledge Handbook of the Computational Mind

ISBN-13: 9781138186682 / Angielski / Twarda / 2018 / 510 str.

Mark Sprevak; Matteo Colombo

Opis

An outstanding collection omprising thirty-five chapters by an international team of contributors from different disciplines. Essential reading for students and researchers in philosophy of mind, philosophy of psychology, and philosophy of science, and also of interest to those studying computational models in related subjects such as psychology, neuroscience, and computer science.

　

Spis treści

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 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 computational 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. 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 Stefan Brugger and Matthew Broome  34. Computational approaches to social cognition John Michael and Miles MacLeod  35. Computational theories of group behavior Bryce Huebner and Joseph Jebari.  Index