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Cortical hierarchies perform Bayesian causal inference in multisensory perception.
Tim Rohe, Uta Noppeney. PLoS Biol 2015
Times Cited: 141






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



Times Cited
  Times     Co-cited
Similarity


Causal inference in multisensory perception.
Konrad P Körding, Ulrik Beierholm, Wei Ji Ma, Steven Quartz, Joshua B Tenenbaum, Ladan Shams. PLoS One 2007
476
60
60

Humans integrate visual and haptic information in a statistically optimal fashion.
Marc O Ernst, Martin S Banks. Nature 2002
2127
49
49

The ventriloquist effect results from near-optimal bimodal integration.
David Alais, David Burr. Curr Biol 2004
956
38
38

Distinct Computational Principles Govern Multisensory Integration in Primary Sensory and Association Cortices.
Tim Rohe, Uta Noppeney. Curr Biol 2016
73
38
52

Sensory reliability shapes perceptual inference via two mechanisms.
Tim Rohe, Uta Noppeney. J Vis 2015
61
37
60

The neural dynamics of hierarchical Bayesian causal inference in multisensory perception.
Tim Rohe, Ann-Christine Ehlis, Uta Noppeney. Nat Commun 2019
47
32
68

To integrate or not to integrate: Temporal dynamics of hierarchical Bayesian causal inference.
Máté Aller, Uta Noppeney. PLoS Biol 2019
33
27
81

Causal Inference in the Multisensory Brain.
Yinan Cao, Christopher Summerfield, Hame Park, Bruno Lucio Giordano, Christoph Kayser. Neuron 2019
53
25
47

Probability matching as a computational strategy used in perception.
David R Wozny, Ulrik R Beierholm, Ladan Shams. PLoS Comput Biol 2010
122
24
24

Causal inference in perception.
Ladan Shams, Ulrik R Beierholm. Trends Cogn Sci 2010
162
24
24

The Psychophysics Toolbox.
D H Brainard. Spat Vis 1997
10331
20
20

Bayesian comparison of explicit and implicit causal inference strategies in multisensory heading perception.
Luigi Acerbi, Kalpana Dokka, Dora E Angelaki, Wei Ji Ma. PLoS Comput Biol 2018
38
20
52

Merging the senses into a robust percept.
Marc O Ernst, Heinrich H Bülthoff. Trends Cogn Sci 2004
839
19
19

Neural correlates of reliability-based cue weighting during multisensory integration.
Christopher R Fetsch, Alexandre Pouget, Gregory C DeAngelis, Dora E Angelaki. Nat Neurosci 2011
229
18
18

Unifying multisensory signals across time and space.
M T Wallace, G E Roberson, W D Hairston, B E Stein, J W Vaughan, J A Schirillo. Exp Brain Res 2004
172
17
17

The multifaceted interplay between attention and multisensory integration.
Durk Talsma, Daniel Senkowski, Salvador Soto-Faraco, Marty G Woldorff. Trends Cogn Sci 2010
396
17
17

How prior expectations shape multisensory perception.
Remi Gau, Uta Noppeney. Neuroimage 2016
54
16
29

Reliability-Weighted Integration of Audiovisual Signals Can Be Modulated by Top-down Attention.
Tim Rohe, Uta Noppeney. eNeuro 2018
29
16
55

Neuronal oscillations and multisensory interaction in primary auditory cortex.
Peter Lakatos, Chi-Ming Chen, Monica N O'Connell, Aimee Mills, Charles E Schroeder. Neuron 2007
639
15
15

Correlation detection as a general mechanism for multisensory integration.
Cesare V Parise, Marc O Ernst. Nat Commun 2016
70
15
21

Bayesian inference with probabilistic population codes.
Wei Ji Ma, Jeffrey M Beck, Peter E Latham, Alexandre Pouget. Nat Neurosci 2006
697
15
15

Multisensory causal inference in the brain.
Christoph Kayser, Ladan Shams. PLoS Biol 2015
47
15
31

Nonparametric statistical testing of EEG- and MEG-data.
Eric Maris, Robert Oostenveld. J Neurosci Methods 2007
3873
14
14

A Causal Inference Model Explains Perception of the McGurk Effect and Other Incongruent Audiovisual Speech.
John F Magnotti, Michael S Beauchamp. PLoS Comput Biol 2017
34
13
38

Audiovisual synchrony improves motion discrimination via enhanced connectivity between early visual and auditory areas.
Richard Lewis, Uta Noppeney. J Neurosci 2010
88
13
14

Is neocortex essentially multisensory?
Asif A Ghazanfar, Charles E Schroeder. Trends Cogn Sci 2006
765
13
13

When correlation implies causation in multisensory integration.
Cesare V Parise, Charles Spence, Marc O Ernst. Curr Biol 2012
111
12
12

Perception of body ownership is driven by Bayesian sensory inference.
Majed Samad, Albert Jin Chung, Ladan Shams. PLoS One 2015
136
12
12

FieldTrip: Open source software for advanced analysis of MEG, EEG, and invasive electrophysiological data.
Robert Oostenveld, Pascal Fries, Eric Maris, Jan-Mathijs Schoffelen. Comput Intell Neurosci 2011
4387
12
12

Sound-induced flash illusion as an optimal percept.
Ladan Shams, Wei Ji Ma, Ulrik Beierholm. Neuroreport 2005
147
12
12

Neural Oscillations Orchestrate Multisensory Processing.
Julian Keil, Daniel Senkowski. Neuroscientist 2018
58
12
20

Integration of Visual Information in Auditory Cortex Promotes Auditory Scene Analysis through Multisensory Binding.
Huriye Atilgan, Stephen M Town, Katherine C Wood, Gareth P Jones, Ross K Maddox, Adrian K C Lee, Jennifer K Bizley. Neuron 2018
56
12
21

Integration of audiovisual spatial signals is not consistent with maximum likelihood estimation.
David Meijer, Sebastijan Veselič, Carmelo Calafiore, Uta Noppeney. Cortex 2019
19
12
63

Bridging the gap between theories of sensory cue integration and the physiology of multisensory neurons.
Christopher R Fetsch, Gregory C DeAngelis, Dora E Angelaki. Nat Rev Neurosci 2013
146
11
11

Hearing lips and seeing voices.
H McGurk, J MacDonald. Nature 1976
1985
11
11

Biases in Visual, Auditory, and Audiovisual Perception of Space.
Brian Odegaard, David R Wozny, Ladan Shams. PLoS Comput Biol 2015
47
11
23

Rubber hands 'feel' touch that eyes see.
M Botvinick, J Cohen. Nature 1998
1675
11
11

Causal inference of asynchronous audiovisual speech.
John F Magnotti, Wei Ji Ma, Michael S Beauchamp. Front Psychol 2013
48
11
22

Where are multisensory signals combined for perceptual decision-making?
Jennifer K Bizley, Gareth P Jones, Stephen M Town. Curr Opin Neurobiol 2016
42
11
26

Distinct functional contributions of primary sensory and association areas to audiovisual integration in object categorization.
Sebastian Werner, Uta Noppeney. J Neurosci 2010
124
10
10

Bayesian model selection for group studies - revisited.
L Rigoux, K E Stephan, K J Friston, J Daunizeau. Neuroimage 2014
263
10
10

Neural basis of the ventriloquist illusion.
Bjoern Bonath, Toemme Noesselt, Antigona Martinez, Jyoti Mishra, Kati Schwiecker, Hans-Jochen Heinze, Steven A Hillyard. Curr Biol 2007
100
10
10

The Bayesian brain: the role of uncertainty in neural coding and computation.
David C Knill, Alexandre Pouget. Trends Neurosci 2004
923
10
10

Attention, uncertainty, and free-energy.
Harriet Feldman, Karl J Friston. Front Hum Neurosci 2010
573
10
10

Multisensory integration: current issues from the perspective of the single neuron.
Barry E Stein, Terrence R Stanford. Nat Rev Neurosci 2008
754
10
10

Illusions. What you see is what you hear.
L Shams, Y Kamitani, S Shimojo. Nature 2000
603
10
10

Visual modulation of neurons in auditory cortex.
Christoph Kayser, Christopher I Petkov, Nikos K Logothetis. Cereb Cortex 2008
316
10
10

Neural correlates of multisensory cue integration in macaque MSTd.
Yong Gu, Dora E Angelaki, Gregory C Deangelis. Nat Neurosci 2008
327
10
10

Shared neural underpinnings of multisensory integration and trial-by-trial perceptual recalibration in humans.
Hame Park, Christoph Kayser. Elife 2019
21
10
47

Temporal and spatial dependency of the ventriloquism effect.
D A Slutsky, G H Recanzone. Neuroreport 2001
207
9
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.

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