🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Anne Collins

University of California, Berkeley

ORCID: 0000-0003-3751-3662
NeuroscienceDecision Sciences

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile
0Author DataRank

Indexed papers

0in pilot corpus
datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 21 papers. Top paper: “Activation, but not inhibition, of the indirect pathway disrupts choice rejection in a freely moving, multiple-choice foraging task”.

Activation, but not inhibition, of the indirect pathway disrupts choice rejection in a freely moving, multiple-choice foraging task

Cell Reports(2022)10.1016/j.celrep.2022.111129
N/A
0.579DataRank · unranked
18 citations

Benjamin Hoshal, Lexi Z. Zhou, Yuting Zhang, Satya Vedula, Wan Chen Lin +4 more

Event segmentation reveals working memory forgetting rate

iScience(2022)10.1016/j.isci.2022.103902
N/A
0.550DataRank · unranked
38 citations

Elizabeth A. Buffalo, Robert T. Knight, Anne Collins, Anna Jafarpour

Genetic changes linked to two different syndromic forms of autism enhance reinforcement learning in early adolescent male but not female mice

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.01.15.633099
N/A
0.269DataRank · unranked
5 citations

Jing‐Jing Li, Wan Chen Lin, Lung-Hao Tai, F López de Castro, Anne Collins +2 more

Latent variable sequence identification for cognitive models with neural network estimators

Behavior Research Methods(2025)10.3758/s13428-025-02794-0
N/A
0.165DataRank · unranked
2 citations

Jing‐Jing Li, Bill Thompson, Anne Collins, Ti-Fen Pan

Latent Variable Sequence Identification for Cognitive Models with Neural Network Estimators

arXiv (Cornell University)(2024)10.48550/arxiv.2406.14742
N/A
0.104DataRank · unranked
1 citations

Jing‐Jing Li, Bill Thompson, Anne Collins, Ti-Fen Pan

Troubleshooting Bayesian cognitive models

PsyArXiv (OSF Preprints)(2021)10.31234/osf.io/rtgew
N/A
0DataRank · unranked
6 citations

Anne Collins, Beth Baribault

Impulsivity relates to multi-trial choice strategy in probabilistic reversal learning

PsyArXiv (OSF Preprints)(2021)10.31234/osf.io/jsu4q
N/A
0DataRank · unranked
0 citations

Daniela Elizabeth Muñoz Lopez, Sheri L. Johnson, Anne Collins, Amy R. Zou

A goal-centric outlook on learning

Trends in Cognitive Sciences(2023)10.1016/j.tics.2023.08.011
N/A
0DataRank · unranked
55 citations

Anne Collins, Gaia Molinaro

Dopaminergic Activity and Exercise Behavior in Anorexia Nervosa

OBM Neurobiology(2020)10.21926/obm.neurobiol.2001053
N/A
0DataRank · unranked
14 citations

Anne Collins, Daniel Le Grange, Tony T. Yang, Sasha Gorrell

Intrinsic rewards explain context-sensitive valuation in reinforcement learning

PLoS Biology(2023)10.1371/journal.pbio.3002201
N/A
0DataRank · unranked
27 citations

Anne Collins, Gaia Molinaro

Artificial neural networks for model identification and parameter estimation in computational cognitive models

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.09.14.557793
N/A
0DataRank · unranked
9 citations

Ti-Fen Pan, Liyu Xia, Anne Collins, Milena Rmus

Dynamic noise estimation: A generalized method for modeling noise fluctuations in decision-making

Journal of Mathematical Psychology(2024)10.1016/j.jmp.2024.102842
N/A
0DataRank · unranked
18 citations

Chengchun Shi, Lexin Li, Anne Collins, Jing‐Jing Li

Artificial neural networks for model identification and parameter estimation in computational cognitive models

PLoS Computational Biology(2024)10.1371/journal.pcbi.1012119
N/A
0DataRank · unranked
15 citations

Ti-Fen Pan, Liyu Xia, Anne Collins, Milena Rmus

Neural mechanisms of resource allocation in working memory

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.05.11.593695
N/A
0DataRank · unranked
4 citations

Thomas C. Sprague, Anne Collins, Wei Ji Ma, Clayton E. Curtis, Hsin-Hung Li

Dual Effects of Dual-Tasking on Instrumental Learning

(2024)10.31234/osf.io/hxe6p
N/A
0DataRank · unranked
0 citations

Samuel D. McDougle, Anne Collins, Huang Ham

A habit and working memory model as an alternative account of human reward-based learning

Nature Human Behaviour(2025)10.1038/s41562-025-02340-0
N/A
0DataRank · unranked
5 citations

Anne Collins

Troubleshooting Bayesian cognitive models.

Psychological Methods(2023)10.1037/met0000554
N/A
0DataRank · unranked
32 citations

Anne Collins, Beth Baribault

Executive function supports single-shot endowment of value to arbitrary transient goals

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.10.21.348938
N/A
0DataRank · unranked
2 citations

Ian C. Ballard, Beth Baribault, Sonia J. Bishop, Anne Collins, Samuel D. McDougle

What do reinforcement learning models measure? Interpreting model parameters in cognition and neuroscience

Current Opinion in Behavioral Sciences(2021)10.1016/j.cobeha.2021.06.004
N/A
0DataRank · unranked
106 citations

Linda Wilbrecht, Anne Collins, Maria K. Eckstein

Advances in modeling learning and decision-making in neuroscience

Neuropsychopharmacology(2021)10.1038/s41386-021-01126-y
N/A
0DataRank · unranked
103 citations

Amitai Shenhav, Anne Collins

What do Reinforcement Learning Models Measure? Interpreting Model Parameters in Cognition and Neuroscience

eScholarship (California Digital Library)(2021)10.31234/osf.io/e7kwx
N/A
0DataRank · unranked
8 citations

Linda Wilbrecht, Anne Collins, Maria K. Eckstein