A citation-based method for searching scientific literature

I Momennejad, E M Russek, J H Cheong, M M Botvinick, N D Daw, S J Gershman. Nat Hum Behav 2017
Times Cited: 92







List of co-cited articles
1015 articles co-cited >1



Times Cited
  Times     Co-cited
Similarity


The hippocampus as a predictive map.
Kimberly L Stachenfeld, Matthew M Botvinick, Samuel J Gershman. Nat Neurosci 2017
221
53


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
86
47

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
34

Cognitive maps in rats and men.
E C TOLMAN. Psychol Rev 1948
31

A neural substrate of prediction and reward.
W Schultz, P Dayan, P R Montague. Science 1997
27

What Is a Cognitive Map? Organizing Knowledge for Flexible Behavior.
Timothy E J Behrens, Timothy H Muller, James C R Whittington, Shirley Mark, Alon B Baram, Kimberly L Stachenfeld, Zeb Kurth-Nelson. Neuron 2018
203
22

Orbitofrontal cortex as a cognitive map of task space.
Robert C Wilson, Yuji K Takahashi, G Schoenbaum, Yael Niv. Neuron 2014
405
20


A map of abstract relational knowledge in the human hippocampal-entorhinal cortex.
Mona M Garvert, Raymond J Dolan, Timothy Ej Behrens. Elife 2017
110
20

Prioritized memory access explains planning and hippocampal replay.
Marcelo G Mattar, Nathaniel D Daw. Nat Neurosci 2018
75
24


Organizing conceptual knowledge in humans with a gridlike code.
Alexandra O Constantinescu, Jill X O'Reilly, Timothy E J Behrens. Science 2016
267
18

Human-level control through deep reinforcement learning.
Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Andrei A Rusu, Joel Veness, Marc G Bellemare, Alex Graves, Martin Riedmiller, Andreas K Fidjeland, Georg Ostrovski,[...]. Nature 2015
17

Neural representations of events arise from temporal community structure.
Anna C Schapiro, Timothy T Rogers, Natalia I Cordova, Nicholas B Turk-Browne, Matthew M Botvinick. Nat Neurosci 2013
157
16

The algorithmic anatomy of model-based evaluation.
Nathaniel D Daw, Peter Dayan. Philos Trans R Soc Lond B Biol Sci 2014
80
18



Microstructure of a spatial map in the entorhinal cortex.
Torkel Hafting, Marianne Fyhn, Sturla Molden, May-Britt Moser, Edvard I Moser. Nature 2005
16

The successor representation and temporal context.
Samuel J Gershman, Christopher D Moore, Michael T Todd, Kenneth A Norman, Per B Sederberg. Neural Comput 2012
40
35

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
14


Goals and habits in the brain.
Ray J Dolan, Peter Dayan. Neuron 2013
438
14

The Tolman-Eichenbaum Machine: Unifying Space and Relational Memory through Generalization in the Hippocampal Formation.
James C R Whittington, Timothy H Muller, Shirley Mark, Guifen Chen, Caswell Barry, Neil Burgess, Timothy E J Behrens. Cell 2020
67
19


Human Orbitofrontal Cortex Represents a Cognitive Map of State Space.
Nicolas W Schuck, Ming Bo Cai, Robert C Wilson, Yael Niv. Neuron 2016
198
13

Adaptive integration of habits into depth-limited planning defines a habitual-goal-directed spectrum.
Mehdi Keramati, Peter Smittenaar, Raymond J Dolan, Peter Dayan. Proc Natl Acad Sci U S A 2016
74
16

Statistical learning of temporal community structure in the hippocampus.
Anna C Schapiro, Nicholas B Turk-Browne, Kenneth A Norman, Matthew M Botvinick. Hippocampus 2016
101
13

Habits, action sequences and reinforcement learning.
Amir Dezfouli, Bernard W Balleine. Eur J Neurosci 2012
137
11


Interplay of approximate planning strategies.
Quentin J M Huys, Níall Lally, Paul Faulkner, Neir Eshel, Erich Seifritz, Samuel J Gershman, Peter Dayan, Jonathan P Roiser. Proc Natl Acad Sci U S A 2015
71
15

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
11

Optimal behavioral hierarchy.
Alec Solway, Carlos Diuk, Natalia Córdova, Debbie Yee, Andrew G Barto, Yael Niv, Matthew M Botvinick. PLoS Comput Biol 2014
44
25



Dopamine transients are sufficient and necessary for acquisition of model-based associations.
Melissa J Sharpe, Chun Yun Chang, Melissa A Liu, Hannah M Batchelor, Lauren E Mueller, Joshua L Jones, Yael Niv, Geoffrey Schoenbaum. Nat Neurosci 2017
98
11

Reverse Replay of Hippocampal Place Cells Is Uniquely Modulated by Changing Reward.
R Ellen Ambrose, Brad E Pfeiffer, David J Foster. Neuron 2016
103
11

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
11

Prefrontal cortex as a meta-reinforcement learning system.
Jane X Wang, Zeb Kurth-Nelson, Dharshan Kumaran, Dhruva Tirumala, Hubert Soyer, Joel Z Leibo, Demis Hassabis, Matthew Botvinick. Nat Neurosci 2018
134
11

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
10

Speed/accuracy trade-off between the habitual and the goal-directed processes.
Mehdi Keramati, Amir Dezfouli, Payam Piray. PLoS Comput Biol 2011
168
10

An integrative theory of prefrontal cortex function.
E K Miller, J D Cohen. Annu Rev Neurosci 2001
10


The cognitive map in humans: spatial navigation and beyond.
Russell A Epstein, Eva Zita Patai, Joshua B Julian, Hugo J Spiers. Nat Neurosci 2017
201
10

The ubiquity of model-based reinforcement learning.
Bradley B Doll, Dylan A Simon, Nathaniel D Daw. Curr Opin Neurobiol 2012
165
10

Dorsal hippocampus contributes to model-based planning.
Kevin J Miller, Matthew M Botvinick, Carlos D Brody. Nat Neurosci 2017
75
13

Vicarious trial and error.
A David Redish. Nat Rev Neurosci 2016
165
10


Navigating cognition: Spatial codes for human thinking.
Jacob L S Bellmund, Peter Gärdenfors, Edvard I Moser, Christian F Doeller. Science 2018
147
10

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
656
9


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.