Anne Collins

6.5k total citations · 1 hit paper
62 papers, 3.5k citations indexed

About

Anne Collins is a scholar working on Cognitive Neuroscience, Developmental and Educational Psychology and General Decision Sciences. According to data from OpenAlex, Anne Collins has authored 62 papers receiving a total of 3.5k indexed citations (citations by other indexed papers that have themselves been cited), including 54 papers in Cognitive Neuroscience, 12 papers in Developmental and Educational Psychology and 9 papers in General Decision Sciences. Recurrent topics in Anne Collins's work include Neural and Behavioral Psychology Studies (46 papers), Neural dynamics and brain function (30 papers) and Decision-Making and Behavioral Economics (9 papers). Anne Collins is often cited by papers focused on Neural and Behavioral Psychology Studies (46 papers), Neural dynamics and brain function (30 papers) and Decision-Making and Behavioral Economics (9 papers). Anne Collins collaborates with scholars based in United States, Germany and Netherlands. Anne Collins's co-authors include Michael J. Frank, Étienne Koechlin, Robert C. Wilson, Maël Donoso, Maria K. Eckstein, Jeffrey Cockburn, James M. Gold, James A. Waltz, Linda Wilbrecht and Samuel D. McDougle and has published in prestigious journals such as Science, Proceedings of the National Academy of Sciences and Nature Communications.

In The Last Decade

Anne Collins

59 papers receiving 3.4k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Ten simple rules for the computational modeling of behavioral data

2019 363 citations Anne Collins et al. eLife profile →

Peers

Countries citing papers authored by Anne Collins

Since Specialization

Citations

This map shows the geographic impact of Anne Collins's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Anne Collins with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Anne Collins more than expected).

Fields of papers citing papers by Anne Collins

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Anne Collins. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Anne Collins. The network helps show where Anne Collins may publish in the future.

Co-authorship network of co-authors of Anne Collins

This figure shows the co-authorship network connecting the top 25 collaborators of Anne Collins. A scholar is included among the top collaborators of Anne Collins based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Anne Collins. Anne Collins is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Dual effects of dual-tasking on instrumental learning 2025 ·Cognition ·(unknown), Samuel D. McDougle, Anne Collins	0
2	A habit and working memory model as an alternative account of human reward-based learning 2025 ·Nature Human Behaviour ·Anne Collins	0
3	Striatal dopamine can enhance both fast working memory, and slow reinforcement learning, while reducing implicit effort cost sensitivity 2025 ·Nature Communications ·Andrew Westbrook, Ruben van den Bosch, Lieke Hofmans, Danae Papadopetraki, Jessica I. Määttä, Anne Collins, Michael J. Frank, Roshan Cools	1
4	Artificial neural networks for model identification and parameter estimation in computational cognitive models 2024 ·PLoS Computational Biology ·(unknown), (unknown), (unknown), Anne Collins	6
5	Fundamental processes in sensorimotor learning: Reasoning, refinement, and retrieval 2024 ·eLife ·Jonathan S. Tsay, Hyosub E. Kim, Samuel D. McDougle, Jordan A. Taylor, Adrian M. Haith, Guy Avraham, John W. Krakauer, Anne Collins, Richard B. Ivry	10
6	Intrinsic rewards explain context-sensitive valuation in reinforcement learning 2023 ·PLoS Biology ·(unknown), Anne Collins	12
7	Age-related differences in prefrontal glutamate are associated with increased working memory decay that gives the appearance of learning deficits 2023 ·eLife ·(unknown), (unknown), Beth Baribault, Edward G. Walsh, Elena K. Festa, Anne Collins, Matthew R. Nassar	9
8	A goal-centric outlook on learning 2023 ·Trends in Cognitive Sciences ·(unknown), Anne Collins	21
9	Neural Index of Reinforcement Learning Predicts Improved Stimulus–Response Retention under High Working Memory Load 2023 ·Journal of Neuroscience ·Rachel Rac-Lubashevsky, Anna Lena Cremer, Anne Collins, Michael J. Frank, Lars Schwabe	11
10	Activation, but not inhibition, of the indirect pathway disrupts choice rejection in a freely moving, multiple-choice foraging task 2022 ·Cell Reports ·Kristen Delevich, (unknown), (unknown), (unknown), (unknown), Wan Chen Lin, (unknown), Anne Collins, Linda Wilbrecht	5
11	Modeling changes in probabilistic reinforcement learning during adolescence 2021 ·PLoS Computational Biology ·(unknown), Sarah L. Master, Maria K. Eckstein, Beth Baribault, Ronald E. Dahl, Linda Wilbrecht, Anne Collins	19
12	Proof-of-Mechanism Study of the Phosphodiesterase 10 Inhibitor RG7203 in Patients With Schizophrenia and Negative Symptoms 2021 ·SHILAP Revista de lepidopterología ·Daniel Umbricht, Markus Abt, (unknown), Christopher H. Chatham, Štefan Holiga, Michael J. Frank, Anne Collins, David P. Walling, (unknown), Daniel Gruener, Lev Gertsik, Jeff Sevigny, Sanjay C. Keswani, Juergen Dukart	9
13	Computational evidence for hierarchically structured reinforcement learning in humans 2020 ·Proceedings of the National Academy of Sciences ·Maria K. Eckstein, Anne Collins	50
14	Learning under uncertainty changes during adolescence 2020 ·Cognitive Science ·(unknown), Sarah L. Master, Maria K. Eckstein, Linda Wilbrecht, Anne Collins	3
15	Computational Mechanisms of Effort and Reward Decisions in Patients With Depression and Their Association With Relapse After Antidepressant Discontinuation 2020 ·JAMA Psychiatry ·Isabel M. Berwian, (unknown), Anne Collins, Erich Seifritz, Klaas Ε. Stephan, Henrik Walter, Quentin J. M. Huys	61
16	Within- and across-trial dynamics of human EEG reveal cooperative interplay between reinforcement learning and working memory 2018 ·Proceedings of the National Academy of Sciences ·Anne Collins, Michael J. Frank	90
17	The Tortoise and the Hare: Interactions between Reinforcement Learning and Working Memory 2018 ·Journal of Cognitive Neuroscience ·Anne Collins	60
18	Moving Beyond ERP Components: A Selective Review of Approaches to Integrate EEG and Behavior 2018 ·Frontiers in Human Neuroscience ·David A. Bridwell, James F. Cavanagh, Anne Collins, Michael D. Nunez, Ramesh Srinivasan, Sebastian Stober, Vince D. Calhoun	58
19	Sequential Control Underlies Robust Ramping Dynamics in the Rostrolateral Prefrontal Cortex 2018 ·Journal of Neuroscience ·Theresa M. Desrochers, Anne Collins, David Badre	17
20	Reasoning, Learning, and Creativity: Frontal Lobe Function and Human Decision-Making 2012 ·PLoS Biology ·Anne Collins, Étienne Koechlin	360

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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