Anne GE Collins, PhD
Affiliations: | Cognitive, Linguistic and Psychological Sciences | Brown University, Providence, RI |
Area:
Reinforcement learning, cognitive control, modelling, EEGGoogle:
"Anne Collins"Mean distance: 15.46 (cluster 23) | S | N | B | C | P |
Parents
Sign in to add mentor| Etienne Koechlin | grad student | 2006-2010 | Brown |
| Michael J. Frank | post-doc | 2010- | Brown |
Children
Sign in to add trainee| Maria K Eckstein | grad student | UC Berkeley | |
| Milena Rmus | grad student | UC Berkeley | |
| Gaia Molinaro | grad student | 2021-2026 | UC Berkeley |
| Samuel D. McDougle | post-doc | 2018- | UC Berkeley |
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Publications
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| Rac-Lubashevsky R, Cremer A, Collins A, et al. (2023) Neural index of reinforcement learning predicts improved stimulus-response retention under high working memory load. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience |
| Yoo A, Collins A. (2021) How Working Memory and Reinforcement Learning Are Intertwined: A Cognitive, Neural, and Computational Perspective. Journal of Cognitive Neuroscience. 1-17 |
| Wilson RC, Collins AG. (2019) Ten simple rules for the computational modeling of behavioral data. Elife. 8 |
| Umbricht D, Dukart J, Abt M, et al. (2018) S43. A Proof-Of-Mechanism Study Of The Pde10 Inhibitor Rg7203 In Patients With Probing Reward Functions With Imaging And Behavioral Approaches Schizophrenia Bulletin. 44 |
| Collins AG. (2017) The Cost of Structure Learning. Journal of Cognitive Neuroscience. 1-10 |
| Collins AG, Ciullo B, Frank MJ, et al. (2017) Working memory load strengthens reward prediction errors. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience |
| Dowd EC, Frank MJ, Collins A, et al. (2016) Probabilistic Reinforcement Learning in Patients With Schizophrenia: Relationships to Anhedonia and Avolition. Biological Psychiatry : Cognitive Neuroscience and Neuroimaging. 1: 460-473 |
| Werchan DM, Collins AG, Frank MJ, et al. (2016) Role of Prefrontal Cortex in Learning and Generalizing Hierarchical Rules in 8-Month-Old Infants. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 36: 10314-10322 |
| Collins AG, Frank MJ. (2016) Neural signature of hierarchically structured expectations predicts clustering and transfer of rule sets in reinforcement learning. Cognition. 152: 160-169 |
| Collins AG, Frank MJ. (2016) Motor Demands Constrain Cognitive Rule Structures. Plos Computational Biology. 12: e1004785 |