Advances in modeling learning and decision-making in neuroscience
Collins, Anne G E, Shenhav, Amitai
Published in Neuropsychopharmacology (New York, N.Y.) (01.01.2022)
Published in Neuropsychopharmacology (New York, N.Y.) (01.01.2022)
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Journal Article
Artificial neural networks for model identification and parameter estimation in computational cognitive models
Rmus, Milena, Pan, Ti-Fen, Xia, Liyu, Collins, Anne G E
Published in PLoS computational biology (01.05.2024)
Published in PLoS computational biology (01.05.2024)
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Journal Article
The interpretation of computational model parameters depends on the context
Eckstein, Maria Katharina, Master, Sarah L, Xia, Liyu, Dahl, Ronald E, Wilbrecht, Linda, Collins, Anne G E
Published in eLife (04.11.2022)
Published in eLife (04.11.2022)
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Journal Article
Foundations of human reasoning in the prefrontal cortex
Donoso, Maël, Collins, Anne G. E., Koechlin, Etienne
Published in Science (American Association for the Advancement of Science) (27.06.2014)
Published in Science (American Association for the Advancement of Science) (27.06.2014)
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Journal Article
A Reinforcement Learning Mechanism Responsible for the Valuation of Free Choice
Cockburn, Jeffrey, Collins, Anne G.E., Frank, Michael J.
Published in Neuron (Cambridge, Mass.) (06.08.2014)
Published in Neuron (Cambridge, Mass.) (06.08.2014)
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Journal Article
Stimulus discriminability may bias value-based probabilistic learning
Schutte, Iris, Slagter, Heleen A, Collins, Anne G E, Frank, Michael J, Kenemans, J Leon
Published in PloS one (08.05.2017)
Published in PloS one (08.05.2017)
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Journal Article
Computational Mechanisms of Effort and Reward Decisions in Patients With Depression and Their Association With Relapse After Antidepressant Discontinuation
Berwian, Isabel M, Wenzel, Julia G, Collins, Anne G E, Seifritz, Erich, Stephan, Klaas E, Walter, Henrik, Huys, Quentin J M
Published in JAMA psychiatry (Chicago, Ill.) (01.05.2020)
Published in JAMA psychiatry (Chicago, Ill.) (01.05.2020)
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Journal Article
Working Memory Load Strengthens Reward Prediction Errors
Collins, Anne G E, Ciullo, Brittany, Frank, Michael J, Badre, David
Published in The Journal of neuroscience (19.04.2017)
Published in The Journal of neuroscience (19.04.2017)
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Journal Article
Moving Beyond ERP Components: A Selective Review of Approaches to Integrate EEG and Behavior
Bridwell, David A, Cavanagh, James F, Collins, Anne G E, Nunez, Michael D, Srinivasan, Ramesh, Stober, Sebastian, Calhoun, Vince D
Published in Frontiers in human neuroscience (26.03.2018)
Published in Frontiers in human neuroscience (26.03.2018)
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Journal Article