A citation-based method for searching scientific literature

Klaus Wunderlich, Peter Smittenaar, Raymond J Dolan. Neuron 2012
Times Cited: 145







List of co-cited articles
941 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
749
69


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
121
46


Goals and habits in the brain.
Ray J Dolan, Peter Dayan. Neuron 2013
438
41

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
230
39

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
126
36

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
291
36

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
164
34

A neural substrate of prediction and reward.
W Schultz, P Dayan, P R Montague. Science 1997
32

Neural computations underlying arbitration between model-based and model-free learning.
Sang Wan Lee, Shinsuke Shimojo, John P O'Doherty. Neuron 2014
258
29

Dopamine selectively remediates 'model-based' reward learning: a computational approach.
Madeleine E Sharp, Karin Foerde, Nathaniel D Daw, Daphna Shohamy. Brain 2016
59
47

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
50
52

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
203
26

Model-based learning protects against forming habits.
Claire M Gillan, A Ross Otto, Elizabeth A Phelps, Nathaniel D Daw. Cogn Affect Behav Neurosci 2015
90
26

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
92
26

The ubiquity of model-based reinforcement learning.
Bradley B Doll, Dylan A Simon, Nathaniel D Daw. Curr Opin Neurobiol 2012
165
21

Model-based choices involve prospective neural activity.
Bradley B Doll, Katherine D Duncan, Dylan A Simon, Daphna Shohamy, Nathaniel D Daw. Nat Neurosci 2015
131
21


By carrot or by stick: cognitive reinforcement learning in parkinsonism.
Michael J Frank, Lauren C Seeberger, Randall C O'reilly. Science 2004
19

Tonic dopamine: opportunity costs and the control of response vigor.
Yael Niv, Nathaniel D Daw, Daphna Joel, Peter Dayan. Psychopharmacology (Berl) 2007
640
19

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
65
29

Speed/accuracy trade-off between the habitual and the goal-directed processes.
Mehdi Keramati, Amir Dezfouli, Payam Piray. PLoS Comput Biol 2011
168
18

Dopamine-dependent prediction errors underpin reward-seeking behaviour in humans.
Mathias Pessiglione, Ben Seymour, Guillaume Flandin, Raymond J Dolan, Chris D Frith. Nature 2006
884
17


Cognitive control predicts use of model-based reinforcement learning.
A Ross Otto, Anya Skatova, Seth Madlon-Kay, Nathaniel D Daw. J Cogn Neurosci 2015
82
19


Mapping value based planning and extensively trained choice in the human brain.
Klaus Wunderlich, Peter Dayan, Raymond J Dolan. Nat Neurosci 2012
177
14

Bonsai trees in your head: how the pavlovian system sculpts goal-directed choices by pruning decision trees.
Quentin J M Huys, Neir Eshel, Elizabeth O'Nions, Luke Sheridan, Peter Dayan, Jonathan P Roiser. PLoS Comput Biol 2012
161
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
37
37

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
96
14

When Does Model-Based Control Pay Off?
Wouter Kool, Fiery A Cushman, Samuel J Gershman. PLoS Comput Biol 2016
50
28

A specific role for posterior dorsolateral striatum in human habit learning.
Elizabeth Tricomi, Bernard W Balleine, John P O'Doherty. Eur J Neurosci 2009
395
13

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
46
28

Cognitive maps in rats and men.
E C TOLMAN. Psychol Rev 1948
13


Habitual control of goal selection in humans.
Fiery Cushman, Adam Morris. Proc Natl Acad Sci U S A 2015
61
21

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
93
13

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
309
12



A causal link between prediction errors, dopamine neurons and learning.
Elizabeth E Steinberg, Ronald Keiflin, Josiah R Boivin, Ilana B Witten, Karl Deisseroth, Patricia H Janak. Nat Neurosci 2013
460
12


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
178
12

Dissociable roles of ventral and dorsal striatum in instrumental conditioning.
John O'Doherty, Peter Dayan, Johannes Schultz, Ralf Deichmann, Karl Friston, Raymond J Dolan. Science 2004
12

Valence-dependent influence of serotonin depletion on model-based choice strategy.
Y Worbe, S Palminteri, G Savulich, N D Daw, E Fernandez-Egea, T W Robbins, V Voon. Mol Psychiatry 2016
38
28

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
171
11


Motivation and value influences in the relative balance of goal-directed and habitual behaviours in obsessive-compulsive disorder.
V Voon, K Baek, J Enander, Y Worbe, L S Morris, N A Harrison, T W Robbins, C Rück, N Daw. Transl Psychiatry 2015
45
24

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
55
20


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.