A citation-based method for searching scientific literature

Matthew R Nassar, Rasmus Bruckner, Joshua I Gold, Shu-Chen Li, Hauke R Heekeren, Ben Eppinger. Nat Commun 2016
Times Cited: 30







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



Times Cited
  Times     Co-cited
Similarity


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
282
50

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
201
50

Learning the value of information in an uncertain world.
Timothy E J Behrens, Mark W Woolrich, Mark E Walton, Matthew F S Rushworth. Nat Neurosci 2007
917
50

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
50

Uncertainty, neuromodulation, and attention.
Angela J Yu, Peter Dayan. Neuron 2005
810
40


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
672
20

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
163
20

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
16

A neural substrate of prediction and reward.
W Schultz, P Dayan, P R Montague. Science 1997
16

Orbitofrontal cortex as a cognitive map of task space.
Robert C Wilson, Yuji K Takahashi, G Schoenbaum, Yael Niv. Neuron 2014
359
16

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
16

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
161
16

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
127
16

Bayesian online learning of the hazard rate in change-point problems.
Robert C Wilson, Matthew R Nassar, Joshua I Gold. Neural Comput 2010
57
16

Dissociable Forms of Uncertainty-Driven Representational Change Across the Human Brain.
Matthew R Nassar, Joseph T McGuire, Harrison Ritz, Joseph W Kable. J Neurosci 2019
14
35



Neuromodulation of reward-based learning and decision making in human aging.
Ben Eppinger, Dorothea Hämmerer, Shu-Chen Li. Ann N Y Acad Sci 2011
115
13

Better or worse than expected? Aging, learning, and the ERN.
Ben Eppinger, Jutta Kray, Barbara Mock, Axel Mecklinger. Neuropsychologia 2008
168
13

Bayesian model selection for group studies.
Klaas Enno Stephan, Will D Penny, Jean Daunizeau, Rosalyn J Moran, Karl J Friston. Neuroimage 2009
794
13

Reduced striatal responses to reward prediction errors in older compared with younger adults.
Ben Eppinger, Nicolas W Schuck, Leigh E Nystrom, Jonathan D Cohen. J Neurosci 2013
79
13


Life span differences in electrophysiological correlates of monitoring gains and losses during probabilistic reinforcement learning.
Dorothea Hämmerer, Shu-Chen Li, Viktor Müller, Ulman Lindenberger. J Cogn Neurosci 2011
115
13

Neural and psychological maturation of decision-making in adolescence and young adulthood.
Anastasia Christakou, Samuel J Gershman, Yael Niv, Andrew Simmons, Mick Brammer, Katya Rubia. J Cogn Neurosci 2013
53
13


Striatum-medial prefrontal cortex connectivity predicts developmental changes in reinforcement learning.
Wouter van den Bos, Michael X Cohen, Thorsten Kahnt, Eveline A Crone. Cereb Cortex 2012
132
13

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
13

Computational psychiatry as a bridge from neuroscience to clinical applications.
Quentin J M Huys, Tiago V Maia, Michael J Frank. Nat Neurosci 2016
287
13


Genetic variation in dopaminergic neuromodulation influences the ability to rapidly and flexibly adapt decisions.
Lea K Krugel, Guido Biele, Peter N C Mohr, Shu-Chen Li, Hauke R Heekeren. Proc Natl Acad Sci U S A 2009
146
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
123
13


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
113
10



The Bayesian brain: the role of uncertainty in neural coding and computation.
David C Knill, Alexandre Pouget. Trends Neurosci 2004
839
10

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
10


The expected value of control: an integrative theory of anterior cingulate cortex function.
Amitai Shenhav, Matthew M Botvinick, Jonathan D Cohen. Neuron 2013
865
10

Dopamine restores reward prediction errors in old age.
Rumana Chowdhury, Marc Guitart-Masip, Christian Lambert, Peter Dayan, Quentin Huys, Emrah Düzel, Raymond J Dolan. Nat Neurosci 2013
143
10


Adult age differences in frontostriatal representation of prediction error but not reward outcome.
Gregory R Samanez-Larkin, Darrell A Worthy, Rui Mata, Samuel M McClure, Brian Knutson. Cogn Affect Behav Neurosci 2014
54
10

The Computational Development of Reinforcement Learning during Adolescence.
Stefano Palminteri, Emma J Kilford, Giorgio Coricelli, Sarah-Jayne Blakemore. PLoS Comput Biol 2016
35
10

Developmental differences in learning and error processing: evidence from ERPs.
Ben Eppinger, Barbara Mock, Jutta Kray. Psychophysiology 2009
93
10


Adolescents adapt more slowly than adults to varying reward contingencies.
Amir Homayoun Javadi, Dirk H K Schmidt, Michael N Smolka. J Cogn Neurosci 2014
13
23

Adults with autism overestimate the volatility of the sensory environment.
Rebecca P Lawson, Christoph Mathys, Geraint Rees. Nat Neurosci 2017
117
10

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
202
10


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.