Introduction to Model-Based Cognitive Neuroscience

Introduction to Model-Based Cognitive Neuroscience

Forstmann, Birte U.; Turner, Brandon M.

Springer International Publishing AG

03/2024

388

Dura

Inglês

9783031452703

15 a 20 dias

Descrição não disponível.
Tutorial chapters

1. General Introduction (BU Forstmann & B Turner)

2. Mathematical cognitive modeling (A Heathcote)

3. Cognitive neurosciences (G Ashby)


4. Model-Based Cognitive Neuroscience (B Turner & BU Forstmann)




Cognitive modeling

5. Reinforcement learning (RL) models (J O'Doherty)

6. Diffusion Decision models (DDM) (R Ratcliff & P Smith)

7. ACT-R (R Anderson)




Cognitive neurosciences

8. Single cell recordings (M Shadlen)

9. (Ultra-high field) MRI (P-L Bazin)

10. EEG/MEG (B van Wijk)




Joint modeling

11. Joint modeling of brain and behavior (B Turner & T Palmeri & BU Forstmann)

12. Joint DDM & EEG/fMRI (S Brown & M Steyvers)

13. Joint RL & EEG/fMRI (M Frank)




Applications

15. Computational Psychiatry (N Daw)

16. Neurodegenerative diseases (J Rowe & P Brown)

17. Social decision making (M Crocket)
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cognitive neuroscience;computational neuroscience;decision making;mathematical models;model-based neuroscience