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
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)
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)