A citation-based method for searching scientific literature

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
Times Cited: 16







List of co-cited articles
140 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
694
93

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
182
56

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
266
56


Model-based choices involve prospective neural activity.
Bradley B Doll, Katherine D Duncan, Dylan A Simon, Daphna Shohamy, Nathaniel D Daw. Nat Neurosci 2015
121
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
154
43

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
116
43

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
214
43

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
30
43

A neural substrate of prediction and reward.
W Schultz, P Dayan, P R Montague. Science 1997
43

Goals and habits in the brain.
Ray J Dolan, Peter Dayan. Neuron 2013
406
43

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
295
37

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
121
37

When Does Model-Based Control Pay Off?
Wouter Kool, Fiery A Cushman, Samuel J Gershman. PLoS Comput Biol 2016
42
31

Determining the neural substrates of goal-directed learning in the human brain.
Vivian V Valentin, Anthony Dickinson, John P O'Doherty. J Neurosci 2007
328
31

Cost-Benefit Arbitration Between Multiple Reinforcement-Learning Systems.
Wouter Kool, Samuel J Gershman, Fiery A Cushman. Psychol Sci 2017
61
31

Model-based learning protects against forming habits.
Claire M Gillan, A Ross Otto, Elizabeth A Phelps, Nathaniel D Daw. Cogn Affect Behav Neurosci 2015
82
31

Computational psychiatry as a bridge from neuroscience to clinical applications.
Quentin J M Huys, Tiago V Maia, Michael J Frank. Nat Neurosci 2016
301
31

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
128
31

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
79
31

Habitual control of goal selection in humans.
Fiery Cushman, Adam Morris. Proc Natl Acad Sci U S A 2015
54
31


Neural computations underlying arbitration between model-based and model-free learning.
Sang Wan Lee, Shinsuke Shimojo, John P O'Doherty. Neuron 2014
233
31

Goal-directed learning and obsessive-compulsive disorder.
Claire M Gillan, Trevor W Robbins. Philos Trans R Soc Lond B Biol Sci 2014
153
31

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
75
25

Predictive representations can link model-based reinforcement learning to model-free mechanisms.
Evan M Russek, Ida Momennejad, Matthew M Botvinick, Samuel J Gershman, Nathaniel D Daw. PLoS Comput Biol 2017
70
25

Compulsivity and impulsivity traits linked to attenuated developmental frontostriatal myelination trajectories.
Gabriel Ziegler, Tobias U Hauser, Michael Moutoussis, Edward T Bullmore, Ian M Goodyer, Peter Fonagy, Peter B Jones, Ulman Lindenberger, Raymond J Dolan. Nat Neurosci 2019
36
25

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
25

Neurocognitive endophenotypes of impulsivity and compulsivity: towards dimensional psychiatry.
Trevor W Robbins, Claire M Gillan, Dana G Smith, Sanne de Wit, Karen D Ersche. Trends Cogn Sci 2012
510
25

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
22
25

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
25

Dopamine enhances model-based over model-free choice behavior.
Klaus Wunderlich, Peter Smittenaar, Raymond J Dolan. Neuron 2012
139
25



Retrospective model-based inference guides model-free credit assignment.
Rani Moran, Mehdi Keramati, Peter Dayan, Raymond J Dolan. Nat Commun 2019
14
28


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
54
25

Orbitofrontal cortex as a cognitive map of task space.
Robert C Wilson, Yuji K Takahashi, G Schoenbaum, Yael Niv. Neuron 2014
380
25

Cognitive maps in rats and men.
E C TOLMAN. Psychol Rev 1948
25

The role of the dorsomedial striatum in instrumental conditioning.
Henry H Yin, Sean B Ostlund, Barbara J Knowlton, Bernard W Balleine. Eur J Neurosci 2005
631
25

Human Orbitofrontal Cortex Represents a Cognitive Map of State Space.
Nicolas W Schuck, Ming Bo Cai, Robert C Wilson, Yael Niv. Neuron 2016
176
25

Humans primarily use model-based inference in the two-stage task.
Carolina Feher da Silva, Todd A Hare. Nat Hum Behav 2020
16
25

Habits, action sequences and reinforcement learning.
Amir Dezfouli, Bernard W Balleine. Eur J Neurosci 2012
131
18

Habits without values.
Kevin J Miller, Amitai Shenhav, Elliot A Ludvig. Psychol Rev 2019
38
18


A specific role for posterior dorsolateral striatum in human habit learning.
Elizabeth Tricomi, Bernard W Balleine, John P O'Doherty. Eur J Neurosci 2009
377
18

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

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
18


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
175
18


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.