A citation-based method for searching scientific literature

A Ross Otto, Candace M Raio, Alice Chiang, Elizabeth A Phelps, Nathaniel D Daw. Proc Natl Acad Sci U S A 2013
Times Cited: 210







List of co-cited articles
774 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
45


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
25

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
25

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
23


Goals and habits in the brain.
Ray J Dolan, Peter Dayan. Neuron 2013
399
21

Neural computations underlying arbitration between model-based and model-free learning.
Sang Wan Lee, Shinsuke Shimojo, John P O'Doherty. Neuron 2014
230
20

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

Stress prompts habit behavior in humans.
Lars Schwabe, Oliver T Wolf. J Neurosci 2009
288
18

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
20

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
18

Dopamine enhances model-based over model-free choice behavior.
Klaus Wunderlich, Peter Smittenaar, Raymond J Dolan. Neuron 2012
139
16

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
32


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
15



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
13

Dynamic adaptation of large-scale brain networks in response to acute stressors.
Erno J Hermans, Marloes J A G Henckens, Marian Joëls, Guillén Fernández. Trends Neurosci 2014
353
13


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
15

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
11

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
143
11

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
11

When Habits Are Dangerous: Alcohol Expectancies and Habitual Decision Making Predict Relapse in Alcohol Dependence.
Miriam Sebold, Stephan Nebe, Maria Garbusow, Matthias Guggenmos, Daniel J Schad, Anne Beck, Soeren Kuitunen-Paul, Christian Sommer, Robin Frank, Peter Neu,[...]. Biol Psychiatry 2017
64
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
32

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
11


By carrot or by stick: cognitive reinforcement learning in parkinsonism.
Michael J Frank, Lauren C Seeberger, Randall C O'reilly. Science 2004
11

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
10

Speed/accuracy trade-off between the habitual and the goal-directed processes.
Mehdi Keramati, Amir Dezfouli, Payam Piray. PLoS Comput Biol 2011
160
10


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
11

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
41

Computational psychiatry as a bridge from neuroscience to clinical applications.
Quentin J M Huys, Tiago V Maia, Michael J Frank. Nat Neurosci 2016
296
9

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
15

Cost-Benefit Arbitration Between Multiple Reinforcement-Learning Systems.
Wouter Kool, Samuel J Gershman, Fiery A Cushman. Psychol Sci 2017
59
15

No association of goal-directed and habitual control with alcohol consumption in young adults.
Stephan Nebe, Nils B Kroemer, Daniel J Schad, Nadine Bernhardt, Miriam Sebold, Dirk K Müller, Lucie Scholl, Sören Kuitunen-Paul, Andreas Heinz, Michael A Rapp,[...]. Addict Biol 2018
29
31

Stress and multiple memory systems: from 'thinking' to 'doing'.
Lars Schwabe, Oliver T Wolf. Trends Cogn Sci 2013
179
9




Improving the reliability of model-based decision-making estimates in the two-stage decision task with reaction-times and drift-diffusion modeling.
Nitzan Shahar, Tobias U Hauser, Michael Moutoussis, Rani Moran, Mehdi Keramati, Raymond J Dolan. PLoS Comput Biol 2019
28
32

Working memory contributions to reinforcement learning impairments in schizophrenia.
Anne G E Collins, Jaime K Brown, James M Gold, James A Waltz, Michael J Frank. J Neurosci 2014
86
9

Introducing the Maastricht Acute Stress Test (MAST): a quick and non-invasive approach to elicit robust autonomic and glucocorticoid stress responses.
Tom Smeets, Sandra Cornelisse, Conny W E M Quaedflieg, Thomas Meyer, Marko Jelicic, Harald Merckelbach. Psychoneuroendocrinology 2012
126
8

Shifting the balance between goals and habits: Five failures in experimental habit induction.
Sanne de Wit, Merel Kindt, Sarah L Knot, Aukje A C Verhoeven, Trevor W Robbins, Julia Gasull-Camos, Michael Evans, Hira Mirza, Claire M Gillan. J Exp Psychol Gen 2018
49
16

The effects of acute stress on core executive functions: A meta-analysis and comparison with cortisol.
Grant S Shields, Matthew A Sazma, Andrew P Yonelinas. Neurosci Biobehav Rev 2016
215
8

Reduced model-based decision-making in schizophrenia.
Adam J Culbreth, Andrew Westbrook, Nathaniel D Daw, Matthew Botvinick, Deanna M Barch. J Abnorm Psychol 2016
38
21


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.