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This popular and highly readable text has been re-organized for the third edition to make it more accessible to students. It presents a unified and up-to-date narrative of cognitive science as a discipline in its own right, with new material on deep learning and Bayesian approaches.

Produktbeschreibung
This popular and highly readable text has been re-organized for the third edition to make it more accessible to students. It presents a unified and up-to-date narrative of cognitive science as a discipline in its own right, with new material on deep learning and Bayesian approaches.
  • Produktdetails
  • Verlag: Cambridge University Press
  • 3., überarb. Aufl.
  • Seitenzahl: 416
  • Erscheinungstermin: August 2020
  • Englisch
  • Abmessung: 248mm x 192mm x 22mm
  • Gewicht: 1000g
  • ISBN-13: 9781108440349
  • ISBN-10: 1108440347
  • Artikelnr.: 56396472
Inhaltsangabe
Part I. Historical Landmarks: 1. The prehistory of cognitive science; 2. The discipline matures: three milestones; 3. The turn to the brain; Part II. Models and Tools: 4. Physical symbol systems and the language of thought; 5. Neural networks and distributed information processing; 6. Applying dynamical systems theory to model the mind; 7. Bayesian models in cognitive science; 8. Modules and architectures; 9. Strategies for brain mapping; Part III. Applications: 10. Models of language learning; 11. Object perception and folk physics; 12. Machine learning: from expert systems to deep learning; 13. Exploring mindreading; 14. Mindreading: advanced topics; 15. The cognitive science of consciousness; 16. Situated cognition and robotics.
Rezensionen
'A wonderful introduction to this highly interdisciplinary field - takes the reader from key elementary concepts to cutting edge research. Should help inspire a new generation of cognitive scientists.' Nick Chater, University of Warwick