A citation-based method for searching scientific literature

Nitzan Shahar, Tobias U Hauser, Michael Moutoussis, Rani Moran, Mehdi Keramati, Raymond J Dolan. PLoS Comput Biol 2019
Times Cited: 28







List of co-cited articles
234 articles co-cited >1



Times Cited
  Times     Co-cited
Similarity


Model-based influences on humans' choices and striatal prediction errors.
Nathaniel D Daw, Samuel J Gershman, Ben Seymour, Peter Dayan, Raymond J Dolan. Neuron 2011
687
67


Characterizing a psychiatric symptom dimension related to deficits in goal-directed control.
Claire M Gillan, Michal Kosinski, Robert Whelan, Elizabeth A Phelps, Nathaniel D Daw. Elife 2016
175
39

From Creatures of Habit to Goal-Directed Learners: Tracking the Developmental Emergence of Model-Based Reinforcement Learning.
Johannes H Decker, A Ross Otto, Nathaniel D Daw, Catherine A Hartley. Psychol Sci 2016
76
35

Disorders of compulsivity: a common bias towards learning habits.
V Voon, K Derbyshire, C Rück, M A Irvine, Y Worbe, J Enander, L R N Schreiber, C Gillan, N A Fineberg, B J Sahakian,[...]. Mol Psychiatry 2015
260
32

Goals and habits in the brain.
Ray J Dolan, Peter Dayan. Neuron 2013
399
32


The drift diffusion model as the choice rule in reinforcement learning.
Mads Lund Pedersen, Michael J Frank, Guido Biele. Psychon Bull Rev 2017
61
32

Large-scale analysis of test-retest reliabilities of self-regulation measures.
A Zeynep Enkavi, Ian W Eisenberg, Patrick G Bissett, Gina L Mazza, David P MacKinnon, Lisa A Marsch, Russell A Poldrack. Proc Natl Acad Sci U S A 2019
104
32

Working-memory capacity protects model-based learning from stress.
A Ross Otto, Candace M Raio, Alice Chiang, Elizabeth A Phelps, Nathaniel D Daw. Proc Natl Acad Sci U S A 2013
210
32

A reinforcement learning diffusion decision model for value-based decisions.
Laura Fontanesi, Sebastian Gluth, Mikhail S Spektor, Jörg Rieskamp. Psychon Bull Rev 2019
20
40

The curse of planning: dissecting multiple reinforcement-learning systems by taxing the central executive.
A Ross Otto, Samuel J Gershman, Arthur B Markman, Nathaniel D Daw. Psychol Sci 2013
152
28

When Does Model-Based Control Pay Off?
Wouter Kool, Fiery A Cushman, Samuel J Gershman. PLoS Comput Biol 2016
40
25

Ventral striatal dopamine reflects behavioral and neural signatures of model-based control during sequential decision making.
Lorenz Deserno, Quentin J M Huys, Rebecca Boehme, Ralph Buchert, Hans-Jochen Heinze, Anthony A Grace, Raymond J Dolan, Andreas Heinz, Florian Schlagenhauf. Proc Natl Acad Sci U S A 2015
113
25

Model-based choices involve prospective neural activity.
Bradley B Doll, Katherine D Duncan, Dylan A Simon, Daphna Shohamy, Nathaniel D Daw. Nat Neurosci 2015
119
25

Disruption of dorsolateral prefrontal cortex decreases model-based in favor of model-free control in humans.
Peter Smittenaar, Thomas H B FitzGerald, Vincenzo Romei, Nicholas D Wright, Raymond J Dolan. Neuron 2013
119
25

A neural substrate of prediction and reward.
W Schultz, P Dayan, P R Montague. Science 1997
25

Computational psychiatry as a bridge from neuroscience to clinical applications.
Quentin J M Huys, Tiago V Maia, Michael J Frank. Nat Neurosci 2016
296
25


The Importance of Falsification in Computational Cognitive Modeling.
Stefano Palminteri, Valentin Wyart, Etienne Koechlin. Trends Cogn Sci 2017
112
21

The reliability paradox: Why robust cognitive tasks do not produce reliable individual differences.
Craig Hedge, Georgina Powell, Petroc Sumner. Behav Res Methods 2018
284
21

Credit assignment to state-independent task representations and its relationship with model-based decision making.
Nitzan Shahar, Rani Moran, Tobias U Hauser, Rogier A Kievit, Daniel McNamee, Michael Moutoussis, Raymond J Dolan. Proc Natl Acad Sci U S A 2019
14
42

Change, stability, and instability in the Pavlovian guidance of behaviour from adolescence to young adulthood.
Michael Moutoussis, Edward T Bullmore, Ian M Goodyer, Peter Fonagy, Peter B Jones, Raymond J Dolan, Peter Dayan. PLoS Comput Biol 2018
14
35

Functional neuroimaging of avoidance habits in obsessive-compulsive disorder.
Claire M Gillan, Annemieke M Apergis-Schoute, Sharon Morein-Zamir, Gonzalo P Urcelay, Akeem Sule, Naomi A Fineberg, Barbara J Sahakian, Trevor W Robbins. Am J Psychiatry 2015
127
17


Incentives Boost Model-Based Control Across a Range of Severity on Several Psychiatric Constructs.
Edward H Patzelt, Wouter Kool, Alexander J Millner, Samuel J Gershman. Biol Psychiatry 2019
24
20

Of goals and habits: age-related and individual differences in goal-directed decision-making.
Ben Eppinger, Maik Walter, Hauke R Heekeren, Shu-Chen Li. Front Neurosci 2013
58
17

Sequential Sampling Models in Cognitive Neuroscience: Advantages, Applications, and Extensions.
B U Forstmann, R Ratcliff, E-J Wagenmakers. Annu Rev Psychol 2016
146
17

Computational psychiatry.
P Read Montague, Raymond J Dolan, Karl J Friston, Peter Dayan. Trends Cogn Sci 2012
353
17

Comparison of the Association Between Goal-Directed Planning and Self-reported Compulsivity vs Obsessive-Compulsive Disorder Diagnosis.
Claire M Gillan, Eyal Kalanthroff, Michael Evans, Hilary M Weingarden, Ryan J Jacoby, Marina Gershkovich, Ivar Snorrason, Raphael Campeas, Cynthia Cervoni, Nicholas Charles Crimarco,[...]. JAMA Psychiatry 2020
21
23


Mutual benefits: Combining reinforcement learning with sequential sampling models.
Steven Miletić, Russell J Boag, Birte U Forstmann. Neuropsychologia 2020
9
55

Improving the Reliability of Computational Analyses: Model-Based Planning and Its Relationship With Compulsivity.
Vanessa M Brown, Jiazhou Chen, Claire M Gillan, Rebecca B Price. Biol Psychiatry Cogn Neurosci Neuroimaging 2020
8
62

Habitual control of goal selection in humans.
Fiery Cushman, Adam Morris. Proc Natl Acad Sci U S A 2015
54
17

Neural computations underlying arbitration between model-based and model-free learning.
Sang Wan Lee, Shinsuke Shimojo, John P O'Doherty. Neuron 2014
230
17

Factor structure of the Barratt impulsiveness scale.
J H Patton, M S Stanford, E S Barratt. J Clin Psychol 1995
14

Cohort Profile: The NSPN 2400 Cohort: a developmental sample supporting the Wellcome Trust NeuroScience in Psychiatry Network.
Beatrix Kiddle, Becky Inkster, Gita Prabhu, Michael Moutoussis, Kirstie J Whitaker, Edward T Bullmore, Raymond J Dolan, Peter Fonagy, Ian M Goodyer, Peter B Jones. Int J Epidemiol 2018
35
14

Disentangling the roles of approach, activation and valence in instrumental and pavlovian responding.
Quentin J M Huys, Roshan Cools, Martin Gölzer, Eva Friedel, Andreas Heinz, Raymond J Dolan, Peter Dayan. PLoS Comput Biol 2011
169
14

Cost-Benefit Arbitration Between Multiple Reinforcement-Learning Systems.
Wouter Kool, Samuel J Gershman, Fiery A Cushman. Psychol Sci 2017
59
14

Diffusion Decision Model: Current Issues and History.
Roger Ratcliff, Philip L Smith, Scott D Brown, Gail McKoon. Trends Cogn Sci 2016
355
14


Learning, Reward, and Decision Making.
John P O'Doherty, Jeffrey Cockburn, Wolfgang M Pauli. Annu Rev Psychol 2017
109
14

Dopamine selectively remediates 'model-based' reward learning: a computational approach.
Madeleine E Sharp, Karin Foerde, Nathaniel D Daw, Daphna Shohamy. Brain 2016
52
14

Model-based learning protects against forming habits.
Claire M Gillan, A Ross Otto, Elizabeth A Phelps, Nathaniel D Daw. Cogn Affect Behav Neurosci 2015
81
14

The successor representation in human reinforcement learning.
I Momennejad, E M Russek, J H Cheong, M M Botvinick, N D Daw, S J Gershman. Nat Hum Behav 2017
74
14

Prioritized memory access explains planning and hippocampal replay.
Marcelo G Mattar, Nathaniel D Daw. Nat Neurosci 2018
54
14



Processing speed enhances model-based over model-free reinforcement learning in the presence of high working memory functioning.
Daniel J Schad, Elisabeth Jünger, Miriam Sebold, Maria Garbusow, Nadine Bernhardt, Amir-Homayoun Javadi, Ulrich S Zimmermann, Michael N Smolka, Andreas Heinz, Michael A Rapp,[...]. Front Psychol 2014
34
14

Uncovering the structure of self-regulation through data-driven ontology discovery.
Ian W Eisenberg, Patrick G Bissett, A Zeynep Enkavi, Jamie Li, David P MacKinnon, Lisa A Marsch, Russell A Poldrack. Nat Commun 2019
65
14


Co-cited is the co-citation frequency, indicating how many articles cite the article together with the query article. Similarity is the co-citation as percentage of the times cited of the query article or the article in the search results, whichever is the lowest. These numbers are calculated for the last 100 citations when articles are cited more than 100 times.