A citation-based method for searching scientific literature

Christoph D Mathys, Ekaterina I Lomakina, Jean Daunizeau, Sandra Iglesias, Kay H Brodersen, Karl J Friston, Klaas E Stephan. Front Hum Neurosci 2014
Times Cited: 131







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



Times Cited
  Times     Co-cited
Similarity


A bayesian foundation for individual learning under uncertainty.
Christoph Mathys, Jean Daunizeau, Karl J Friston, Klaas E Stephan. Front Hum Neurosci 2011
248
61

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
164
36

A theory of cortical responses.
Karl Friston. Philos Trans R Soc Lond B Biol Sci 2005
35

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
936
32


The free-energy principle: a unified brain theory?
Karl Friston. Nat Rev Neurosci 2010
30

Bayesian model selection for group studies.
Klaas Enno Stephan, Will D Penny, Jean Daunizeau, Rosalyn J Moran, Karl J Friston. Neuroimage 2009
811
29


Uncertainty, neuromodulation, and attention.
Angela J Yu, Peter Dayan. Neuron 2005
827
23

Adults with autism overestimate the volatility of the sensory environment.
Rebecca P Lawson, Christoph Mathys, Geraint Rees. Nat Neurosci 2017
130
23

The computational anatomy of psychosis.
Rick A Adams, Klaas Enno Stephan, Harriet R Brown, Christopher D Frith, Karl J Friston. Front Psychiatry 2013
349
20

Bayesian model selection for group studies - revisited.
L Rigoux, K E Stephan, K J Friston, J Daunizeau. Neuroimage 2014
243
19

Hierarchical prediction errors in midbrain and septum during social learning.
Andreea O Diaconescu, Christoph Mathys, Lilian A E Weber, Lars Kasper, Jan Mauer, Klaas E Stephan. Soc Cogn Affect Neurosci 2017
49
34

Canonical microcircuits for predictive coding.
Andre M Bastos, W Martin Usrey, Rick A Adams, George R Mangun, Pascal Fries, Karl J Friston. Neuron 2012
907
15

Spatial attention, precision, and Bayesian inference: a study of saccadic response speed.
Simone Vossel, Christoph Mathys, Jean Daunizeau, Markus Bauer, Jon Driver, Karl J Friston, Klaas E Stephan. Cereb Cortex 2014
91
16


The Predictive Coding Account of Psychosis.
Philipp Sterzer, Rick A Adams, Paul Fletcher, Chris Frith, Stephen M Lawrie, Lars Muckli, Predrag Petrovic, Peter Uhlhaas, Martin Voss, Philip R Corlett. Biol Psychiatry 2018
167
15

Associative learning of social value.
Timothy E J Behrens, Laurence T Hunt, Mark W Woolrich, Matthew F S Rushworth. Nature 2008
511
14

The Bayesian brain: the role of uncertainty in neural coding and computation.
David C Knill, Alexandre Pouget. Trends Neurosci 2004
863
14

Attention, uncertainty, and free-energy.
Harriet Feldman, Karl J Friston. Front Hum Neurosci 2010
532
14

Computations of uncertainty mediate acute stress responses in humans.
Archy O de Berker, Robb B Rutledge, Christoph Mathys, Louise Marshall, Gemma F Cross, Raymond J Dolan, Sven Bestmann. Nat Commun 2016
93
15

Pharmacological Fingerprints of Contextual Uncertainty.
Louise Marshall, Christoph Mathys, Diane Ruge, Archy O de Berker, Peter Dayan, Klaas E Stephan, Sven Bestmann. PLoS Biol 2016
51
27

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
206
13


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
129
13

Predictive coding under the free-energy principle.
Karl Friston, Stefan Kiebel. Philos Trans R Soc Lond B Biol Sci 2009
486
12


Inferring on the intentions of others by hierarchical Bayesian learning.
Andreea O Diaconescu, Christoph Mathys, Lilian A E Weber, Jean Daunizeau, Lars Kasper, Ekaterina I Lomakina, Ernst Fehr, Klaas E Stephan. PLoS Comput Biol 2014
79
13

Computational psychiatry.
P Read Montague, Raymond J Dolan, Karl J Friston, Peter Dayan. Trends Cogn Sci 2012
355
11

Active Inference: A Process Theory.
Karl Friston, Thomas FitzGerald, Francesco Rigoli, Philipp Schwartenbeck, Giovanni Pezzulo. Neural Comput 2017
212
11

Free energy, precision and learning: the role of cholinergic neuromodulation.
Rosalyn J Moran, Pablo Campo, Mkael Symmonds, Klaas E Stephan, Raymond J Dolan, Karl J Friston. J Neurosci 2013
141
10

Computational psychiatry: the brain as a phantastic organ.
Karl J Friston, Klaas Enno Stephan, Read Montague, Raymond J Dolan. Lancet Psychiatry 2014
193
10

A neural substrate of prediction and reward.
W Schultz, P Dayan, P R Montague. Science 1997
10

A hierarchy of time-scales and the brain.
Stefan J Kiebel, Jean Daunizeau, Karl J Friston. PLoS Comput Biol 2008
309
10

Observing the observer (I): meta-bayesian models of learning and decision-making.
Jean Daunizeau, Hanneke E M den Ouden, Matthias Pessiglione, Stefan J Kiebel, Klaas E Stephan, Karl J Friston. PLoS One 2010
87
10

Translational Perspectives for Computational Neuroimaging.
Klaas E Stephan, Sandra Iglesias, Jakob Heinzle, Andreea O Diaconescu. Neuron 2015
97
9

Computational approaches to psychiatry.
Klaas Enno Stephan, Christoph Mathys. Curr Opin Neurobiol 2014
125
9

Active inference and learning.
Karl Friston, Thomas FitzGerald, Francesco Rigoli, Philipp Schwartenbeck, John O Doherty, Giovanni Pezzulo. Neurosci Biobehav Rev 2016
140
9

Synaptic plasticity and dysconnection in schizophrenia.
Klaas E Stephan, Torsten Baldeweg, Karl J Friston. Biol Psychiatry 2006
560
9

Computational psychiatry as a bridge from neuroscience to clinical applications.
Quentin J M Huys, Tiago V Maia, Michael J Frank. Nat Neurosci 2016
297
9

Delusions and the role of beliefs in perceptual inference.
Katharina Schmack, Ana Gòmez-Carrillo de Castro, Marcus Rothkirch, Maria Sekutowicz, Hannes Rössler, John-Dylan Haynes, Andreas Heinz, Predrag Petrovic, Philipp Sterzer. J Neurosci 2013
92
9

Role of the medial prefrontal cortex in impaired decision making in juvenile attention-deficit/hyperactivity disorder.
Tobias U Hauser, Reto Iannaccone, Juliane Ball, Christoph Mathys, Daniel Brandeis, Susanne Walitza, Silvia Brem. JAMA Psychiatry 2014
82
9

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
287
8

A computational analysis of the neural bases of Bayesian inference.
Antonio Kolossa, Bruno Kopp, Tim Fingscheidt. Neuroimage 2015
42
19

Hierarchical models in the brain.
Karl Friston. PLoS Comput Biol 2008
323
8

Dynamic causal modelling.
K J Friston, L Harrison, W Penny. Neuroimage 2003
8

Evidence for a hierarchy of predictions and prediction errors in human cortex.
Catherine Wacongne, Etienne Labyt, Virginie van Wassenhove, Tristan Bekinschtein, Lionel Naccache, Stanislas Dehaene. Proc Natl Acad Sci U S A 2011
237
8


The functional anatomy of the MMN: a DCM study of the roving paradigm.
Marta I Garrido, Karl J Friston, Stefan J Kiebel, Klaas E Stephan, Torsten Baldeweg, James M Kilner. Neuroimage 2008
239
8

The Dopaminergic Midbrain Encodes the Expected Certainty about Desired Outcomes.
Philipp Schwartenbeck, Thomas H B FitzGerald, Christoph Mathys, Ray Dolan, Karl Friston. Cereb Cortex 2015
90
8


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.