A citation-based method for searching scientific literature

Timothy E J Behrens, Mark W Woolrich, Mark E Walton, Matthew F S Rushworth. Nat Neurosci 2007
Times Cited: 920







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



Times Cited
  Times     Co-cited
Similarity


Uncertainty, neuromodulation, and attention.
Angela J Yu, Peter Dayan. Neuron 2005
814
29

An approximately Bayesian delta-rule model explains the dynamics of belief updating in a changing environment.
Matthew R Nassar, Robert C Wilson, Benjamin Heasly, Joshua I Gold. J Neurosci 2010
202
27

A bayesian foundation for individual learning under uncertainty.
Christoph Mathys, Jean Daunizeau, Karl J Friston, Klaas E Stephan. Front Hum Neurosci 2011
242
19

Rational regulation of learning dynamics by pupil-linked arousal systems.
Matthew R Nassar, Katherine M Rumsey, Robert C Wilson, Kinjan Parikh, Benjamin Heasly, Joshua I Gold. Nat Neurosci 2012
283
18

Functionally dissociable influences on learning rate in a dynamic environment.
Joseph T McGuire, Matthew R Nassar, Joshua I Gold, Joseph W Kable. Neuron 2014
92
18

Cortical substrates for exploratory decisions in humans.
Nathaniel D Daw, John P O'Doherty, Peter Dayan, Ben Seymour, Raymond J Dolan. Nature 2006
986
16

A neural substrate of prediction and reward.
W Schultz, P Dayan, P R Montague. Science 1997
15

Anxious individuals have difficulty learning the causal statistics of aversive environments.
Michael Browning, Timothy E Behrens, Gerhard Jocham, Jill X O'Reilly, Sonia J Bishop. Nat Neurosci 2015
126
15

Adaptive learning under expected and unexpected uncertainty.
Alireza Soltani, Alicia Izquierdo. Nat Rev Neurosci 2019
44
34

Bayesian model selection for group studies.
Klaas Enno Stephan, Will D Penny, Jean Daunizeau, Rosalyn J Moran, Karl J Friston. Neuroimage 2009
799
13

Dissociable effects of surprise and model update in parietal and anterior cingulate cortex.
Jill X O'Reilly, Urs Schüffelgen, Steven F Cuell, Timothy E J Behrens, Rogier B Mars, Matthew F S Rushworth. Proc Natl Acad Sci U S A 2013
164
13

Uncertainty in perception and the Hierarchical Gaussian Filter.
Christoph D Mathys, Ekaterina I Lomakina, Jean Daunizeau, Sandra Iglesias, Kay H Brodersen, Karl J Friston, Klaas E Stephan. Front Hum Neurosci 2014
125
12

Hierarchical prediction errors in midbrain and basal forebrain during sensory learning.
Sandra Iglesias, Christoph Mathys, Kay H Brodersen, Lars Kasper, Marco Piccirelli, Hanneke E M den Ouden, Klaas E Stephan. Neuron 2013
160
11

The neural representation of unexpected uncertainty during value-based decision making.
Elise Payzan-LeNestour, Simon Dunne, Peter Bossaerts, John P O'Doherty. Neuron 2013
112
10



Orbitofrontal cortex as a cognitive map of task space.
Robert C Wilson, Yuji K Takahashi, G Schoenbaum, Yael Niv. Neuron 2014
366
10

The free-energy principle: a unified brain theory?
Karl Friston. Nat Rev Neurosci 2010
10

Humans use directed and random exploration to solve the explore-exploit dilemma.
Robert C Wilson, Andra Geana, John M White, Elliot A Ludvig, Jonathan D Cohen. J Exp Psychol Gen 2014
115
9

Neural mechanisms of foraging.
Nils Kolling, Timothy E J Behrens, Rogier B Mars, Matthew F S Rushworth. Science 2012
308
9

Associative learning of social value.
Timothy E J Behrens, Laurence T Hunt, Mark W Woolrich, Matthew F S Rushworth. Nature 2008
503
9

Metaplasticity as a Neural Substrate for Adaptive Learning and Choice under Uncertainty.
Shiva Farashahi, Christopher H Donahue, Peyman Khorsand, Hyojung Seo, Daeyeol Lee, Alireza Soltani. Neuron 2017
37
24


Medial prefrontal cell activity signaling prediction errors of action values.
Madoka Matsumoto, Kenji Matsumoto, Hiroshi Abe, Keiji Tanaka. Nat Neurosci 2007
287
9


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
679
8

A framework for studying the neurobiology of value-based decision making.
Antonio Rangel, Colin Camerer, P Read Montague. Nat Rev Neurosci 2008
945
8

Should I stay or should I go? How the human brain manages the trade-off between exploitation and exploration.
Jonathan D Cohen, Samuel M McClure, Angela J Yu. Philos Trans R Soc Lond B Biol Sci 2007
390
8

Frontal cortex and reward-guided learning and decision-making.
Matthew F S Rushworth, Maryann P Noonan, Erie D Boorman, Mark E Walton, Timothy E Behrens. Neuron 2011
612
8

Human cognition. Foundations of human reasoning in the prefrontal cortex.
Maël Donoso, Anne G E Collins, Etienne Koechlin. Science 2014
177
8

Behavioral shifts and action valuation in the anterior cingulate cortex.
René Quilodran, Marie Rothé, Emmanuel Procyk. Neuron 2008
203
8

Bayesian model selection for group studies - revisited.
L Rigoux, K E Stephan, K J Friston, J Daunizeau. Neuroimage 2014
236
8


The Bayesian brain: the role of uncertainty in neural coding and computation.
David C Knill, Alexandre Pouget. Trends Neurosci 2004
849
8

Optimal decision making and the anterior cingulate cortex.
Steven W Kennerley, Mark E Walton, Timothy E J Behrens, Mark J Buckley, Matthew F S Rushworth. Nat Neurosci 2006
573
8

Network resets in medial prefrontal cortex mark the onset of behavioral uncertainty.
Mattias P Karlsson, Dougal G R Tervo, Alla Y Karpova. Science 2012
114
8


Choice, uncertainty and value in prefrontal and cingulate cortex.
Matthew F S Rushworth, Timothy E J Behrens. Nat Neurosci 2008
523
7

Differential roles of human striatum and amygdala in associative learning.
Jian Li, Daniela Schiller, Geoffrey Schoenbaum, Elizabeth A Phelps, Nathaniel D Daw. Nat Neurosci 2011
188
7

Reinforcement learning in multidimensional environments relies on attention mechanisms.
Yael Niv, Reka Daniel, Andra Geana, Samuel J Gershman, Yuan Chang Leong, Angela Radulescu, Robert C Wilson. J Neurosci 2015
119
7

Adults with autism overestimate the volatility of the sensory environment.
Rebecca P Lawson, Christoph Mathys, Geraint Rees. Nat Neurosci 2017
118
7



Computational psychiatry as a bridge from neuroscience to clinical applications.
Quentin J M Huys, Tiago V Maia, Michael J Frank. Nat Neurosci 2016
294
7

Balancing New against Old Information: The Role of Puzzlement Surprise in Learning.
Mohammadjavad Faraji, Kerstin Preuschoff, Wulfram Gerstner. Neural Comput 2018
17
41


Value, search, persistence and model updating in anterior cingulate cortex.
Nils Kolling, Marco K Wittmann, Tim E J Behrens, Erie D Boorman, Rogier B Mars, Matthew F S Rushworth. Nat Neurosci 2016
176
7


Human Orbitofrontal Cortex Represents a Cognitive Map of State Space.
Nicolas W Schuck, Ming Bo Cai, Robert C Wilson, Yael Niv. Neuron 2016
170
7



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.