A citation-based method for searching scientific literature

Claire M Gillan, A Ross Otto, Elizabeth A Phelps, Nathaniel D Daw. Cogn Affect Behav Neurosci 2015
Times Cited: 81







List of co-cited articles
592 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
71

Goals and habits in the brain.
Ray J Dolan, Peter Dayan. Neuron 2013
399
46

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
45

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
43


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
38

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
38


Neural computations underlying arbitration between model-based and model-free learning.
Sang Wan Lee, Shinsuke Shimojo, John P O'Doherty. Neuron 2014
230
30

Dopamine enhances model-based over model-free choice behavior.
Klaus Wunderlich, Peter Smittenaar, Raymond J Dolan. Neuron 2012
139
29

Model-based and model-free decisions in alcohol dependence.
Miriam Sebold, Lorenz Deserno, Stephan Nebe, Daniel J Schad, Maria Garbusow, Claudia Hägele, Jürgen Keller, Elisabeth Jünger, Norbert Kathmann, Michael N Smolka,[...]. Neuropsychobiology 2014
85
27

Disruption in the balance between goal-directed behavior and habit learning in obsessive-compulsive disorder.
Claire M Gillan, Martina Papmeyer, Sharon Morein-Zamir, Barbara J Sahakian, Naomi A Fineberg, Trevor W Robbins, Sanne de Wit. Am J Psychiatry 2011
289
27

Behavioral and neuroimaging evidence for overreliance on habit learning in alcohol-dependent patients.
Z Sjoerds, S de Wit, W van den Brink, T W Robbins, A T F Beekman, B W J H Penninx, D J Veltman. Transl Psychiatry 2013
149
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

Devaluation and sequential decisions: linking goal-directed and model-based behavior.
Eva Friedel, Stefan P Koch, Jean Wendt, Andreas Heinz, Lorenz Deserno, Florian Schlagenhauf. Front Hum Neurosci 2014
43
46


Cognitive control predicts use of model-based reinforcement learning.
A Ross Otto, Anya Skatova, Seth Madlon-Kay, Nathaniel D Daw. J Cogn Neurosci 2015
74
25

A specific role for posterior dorsolateral striatum in human habit learning.
Elizabeth Tricomi, Bernard W Balleine, John P O'Doherty. Eur J Neurosci 2009
372
23


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
29

Enhanced avoidance habits in obsessive-compulsive disorder.
Claire M Gillan, Sharon Morein-Zamir, Gonzalo P Urcelay, Akeem Sule, Valerie Voon, Annemieke M Apergis-Schoute, Naomi A Fineberg, Barbara J Sahakian, Trevor W Robbins. Biol Psychiatry 2014
173
20

Goal-directed learning and obsessive-compulsive disorder.
Claire M Gillan, Trevor W Robbins. Philos Trans R Soc Lond B Biol Sci 2014
152
19

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
19

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
19


Habits, action sequences and reinforcement learning.
Amir Dezfouli, Bernard W Balleine. Eur J Neurosci 2012
127
18

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
18

Retrospective revaluation in sequential decision making: a tale of two systems.
Samuel J Gershman, Arthur B Markman, A Ross Otto. J Exp Psychol Gen 2014
89
17


Corticostriatal connectivity underlies individual differences in the balance between habitual and goal-directed action control.
Sanne de Wit, Poppy Watson, Helga A Harsay, Michael X Cohen, Irene van de Vijver, K Richard Ridderinkhof. J Neurosci 2012
161
17


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
41

Stress prompts habit behavior in humans.
Lars Schwabe, Oliver T Wolf. J Neurosci 2009
288
17

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
18

Speed/accuracy trade-off between the habitual and the goal-directed processes.
Mehdi Keramati, Amir Dezfouli, Payam Piray. PLoS Comput Biol 2011
160
16

Determining the neural substrates of goal-directed learning in the human brain.
Vivian V Valentin, Anthony Dickinson, John P O'Doherty. J Neurosci 2007
326
16

Carrots and sticks fail to change behavior in cocaine addiction.
Karen D Ersche, Claire M Gillan, P Simon Jones, Guy B Williams, Laetitia H E Ward, Maartje Luijten, Sanne de Wit, Barbara J Sahakian, Edward T Bullmore, Trevor W Robbins. Science 2016
101
16

The ubiquity of model-based reinforcement learning.
Bradley B Doll, Dylan A Simon, Nathaniel D Daw. Curr Opin Neurobiol 2012
146
14

The interaction of acute and chronic stress impairs model-based behavioral control.
Christoph Radenbach, Andrea M F Reiter, Veronika Engert, Zsuzsika Sjoerds, Arno Villringer, Hans-Jochen Heinze, Lorenz Deserno, Florian Schlagenhauf. Psychoneuroendocrinology 2015
49
24

Cognitive maps in rats and men.
E C TOLMAN. Psychol Rev 1948
14

Dopamine selectively remediates 'model-based' reward learning: a computational approach.
Madeleine E Sharp, Karin Foerde, Nathaniel D Daw, Daphna Shohamy. Brain 2016
52
23

When Does Model-Based Control Pay Off?
Wouter Kool, Fiery A Cushman, Samuel J Gershman. PLoS Comput Biol 2016
40
30

A neural substrate of prediction and reward.
W Schultz, P Dayan, P R Montague. Science 1997
13

Differential engagement of the ventromedial prefrontal cortex by goal-directed and habitual behavior toward food pictures in humans.
Sanne de Wit, Philip R Corlett, Mike R Aitken, Anthony Dickinson, Paul C Fletcher. J Neurosci 2009
128
12

Mapping value based planning and extensively trained choice in the human brain.
Klaus Wunderlich, Peter Dayan, Raymond J Dolan. Nat Neurosci 2012
166
12

Habitual control of goal selection in humans.
Fiery Cushman, Adam Morris. Proc Natl Acad Sci U S A 2015
54
18


Variability in Dopamine Genes Dissociates Model-Based and Model-Free Reinforcement Learning.
Bradley B Doll, Kevin G Bath, Nathaniel D Daw, Michael J Frank. J Neurosci 2016
45
22

Habits, rituals, and the evaluative brain.
Ann M Graybiel. Annu Rev Neurosci 2008
853
12

Cost-Benefit Arbitration Between Multiple Reinforcement-Learning Systems.
Wouter Kool, Samuel J Gershman, Fiery A Cushman. Psychol Sci 2017
59
16


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.