Research graph
References from Analyzing multisensory integration: Do’s and don’ts. Local targets link to admitted publications; unresolved targets remain external evidence.
Variational Bayesian Monte Carlo with noisy likelihoods
2020 · External reference
Bayesian comparison of explicit and implicit causal inference strategies in multisensory heading perception
10.1371/journal.pcbi.1006110 · 2018 · External reference
Practical Bayesian optimization for model fitting with Bayesian adaptive direct search
2017 · External reference
Audiovisual temporal binding window narrows with age in autistic individuals
10.1002/aur.2860 · 2023 · External reference
The ventriloquist effect results from near-optimal bimodal integration
10.1016/j.cub.2004.01.029 · 2004 · External reference
Are you sure?’The importance of understanding your own sensory uncertainty
2025 · External reference
Comparing Bayesian models for multisensory cue combination without mandatory integration
2007 · External reference
Automatic visual bias of perceived auditory location
10.3758/bf03208826 · 1998 · External reference
Temporal ventriloquism: Crossmodal interaction on the time dimension: 1. Evidence from auditory–visual temporal order judgment
10.1016/s0167-8760(03)00130-2 · 2003 · External reference
The self and the Bayesian brain: testing probabilistic models of body ownership through a self-localization task
10.1016/j.cortex.2023.06.019 · 2023 · External reference
Rubber hands 'feel' touch that eyes see
10.1038/35784 · 1998 · External reference
Vision and touch are automatically integrated for the perception of sequences of events
10.1167/6.5.2 · 2006 · External reference
Causal inference in the multisensory brain
10.1016/j.neuron.2019.03.043 · 2019 · External reference
Audiovisual simultaneity windows reflect temporal sensory uncertainty
10.3758/s13423-024-02478-4 · 2024 · External reference
The past, present and future of registered reports
10.1038/s41562-021-01193-7 · 2022 · External reference
Older age results in difficulties separating auditory and visual signals in time
10.1167/14.11.13 · 2014 · External reference
Proprioceptive uncertainty promotes the rubber hand illusion
10.1016/j.cortex.2023.04.005 · 2023 · External reference
Uncertainty-based inference of a common cause for body ownership
10.7554/elife.77221 · 2022 · External reference
Hierarchical drift diffusion modeling uncovers multisensory benefit in numerosity discrimination tasks
10.7717/peerj.12273 · 2021 · External reference
The development of the perception of audiovisual simultaneity
10.1016/j.jecp.2016.01.010 · 2016 · External reference
No selective integration required: A race model explains responses to audiovisual motion-in-depth
10.1016/j.cognition.2022.105204 · 2022 · External reference
Formal models and quantitative measures of multisensory integration: a selective overview
10.1111/ejn.13813 · 2020 · External reference
Trimodal race model inequalities in multisensory integration: I. Basics
10.3389/fpsyg.2017.01141 · 2017 · External reference
Parietal alpha frequency shapes own-body perception by modulating the temporal integration of bodily signals
10.1038/s41467-025-67657-w · 2026 · External reference
Multisensory integration compensates loss of sensitivity of visual temporal order in the elderly
10.1007/s00221-013-3736-5 · 2014 · External reference
Shared computational mechanism for tilt compensation accounts for biased verticality percepts in motion and pattern vision
10.1152/jn.00921.2007 · 2008 · External reference
Kinematic cross-correlation induces sensory integration across separate objects
10.1111/ejn.13758 · 2017 · External reference
Multisensory integration, aging, and the sound-induced flash illusion
10.1037/a0033289 · 2013 · External reference
Intersensory facilitation of reaction time: Evaluation of counter and diffusion coactivation models
10.1006/jmps.1995.1020 · 1995 · External reference
Bimodal and trimodal multisensory enhancement: Effects of stimulus onset and intensity on reaction time
10.3758/bf03195006 · 2004 · External reference
The time window of multisensory integration: Relating reaction times and judgments of temporal order
10.1037/a0038696 · 2015 · External reference
Causal inference accounts for heading perception in the presence of object motion
10.1073/pnas.1820373116 · 2019 · External reference
Variations in unisensory speech perception explain interindividual differences in McGurk illusion susceptibility
2025 · External reference
Optimal multisensory decision-making in a reaction-time task
10.7554/elife.03005 · 2014 · External reference
Distinct audio and visual accumulators co-activate motor preparation for multisensory detection
2025 · External reference
That's my hand! Activity in premotor cortex reflects feeling of ownership of a limb
10.1126/science.1097011 · 2004 · External reference
Learning to integrate arbitrary signals from vision and touch
10.1167/7.5.7 · 2007 · External reference
Humans integrate visual and haptic information in a statistically optimal fashion
10.1038/415429a · 2002 · External reference
Bridging the gap between theories of sensory cue integration and the physiology of multisensory neurons
10.1038/nrn3503 · 2013 · External reference
Auditory information enhances post-sensory visual evidence during rapid multisensory decision-making
10.1038/s41467-020-19306-7 · 2020 · External reference
Enhancement of visual perception by crossmodal visuo-auditory interaction
10.1007/s00221-002-1262-y · 2002 · External reference
Testing the race model in a difficult redundant signals task
10.1016/j.jmp.2020.102323 · 2020 · External reference
A tutorial on testing the race model inequality
10.3758/s13414-015-1018-y · 2016 · External reference
Young children do not integrate visual and haptic form information
10.1016/j.cub.2008.04.036 · 2008 · External reference
Unresolved reference
1966 · External reference
The seven-parameter diffusion model: An implementation in Stan for Bayesian analyses
10.3758/s13428-023-02179-1 · 2024 · External reference
Binding of sights and sounds: Age-related changes in multisensory temporal processing
10.1016/j.neuropsychologia.2010.11.041 · 2011 · External reference
Developmental changes in the multisensory temporal binding window persist into adolescence
10.1111/j.1467-7687.2012.01171.x · 2012 · External reference
Age-related sensory decline mediates the Sound-Induced Flash Illusion: evidence for reliability weighting models of multisensory perception
10.1038/s41598-019-55901-5 · 2019 · External reference
Narrowing of the audiovisual temporal binding window due to perceptual training is specific to high visual intensity stimuli
10.1177/2041669520978670 · 2021 · External reference
Temporal window of integration XOR temporal window of synchrony
2025 · External reference
Comparison of maturity in auditory-visual multisensory processes with sound-induced flash illusion test in children and adults
2022 · External reference
Clarifying signal detection theoretic interpretations of the Müller–Lyer and sound-induced flash illusions
10.1167/16.11.18 · 2016 · External reference
Causal inference in multisensory perception
10.1371/journal.pone.0000943 · 2007 · External reference
Direct eye gaze enhances the ventriloquism effect
10.3758/s13414-022-02468-5 · 2022 · External reference
Audiovisual integration in the McGurk effect is impervious to music training
10.1038/s41598-024-53593-0 · 2024 · External reference
Unresolved reference
2005 · External reference
The sound-induced flash illusion reveals dissociable age-related effects in multisensory integration
10.3389/fnagi.2014.00250 · 2014 · External reference
Hearing lips and seeing voices
10.1038/264746a0 · 1976 · External reference
Divided attention: evidence for coactivation with redundant signals
10.1016/0010-0285(82)90010-x · 1982 · External reference
Revealing multisensory benefit with diffusion modeling
10.1016/j.jmp.2020.102449 · 2020 · External reference
Development of cue integration in human navigation
10.1016/j.cub.2008.04.021 · 2008 · External reference
Increased variability but intact integration during visual navigation in autism spectrum disorder
10.1073/pnas.2000216117 · 2020 · External reference
Disrupted integration of exteroceptive and interoceptive signaling in autism spectrum disorder
10.1002/aur.1880 · 2018 · External reference
Longitudinal grip strength is associated with susceptibility to the sound-induced flash illusion in older adults
10.1016/j.nbas.2023.100076 · 2023 · External reference
The brain's tendency to bind audiovisual signals is stable but not general
10.1177/0956797616628860 · 2016 · External reference
Biases in visual, auditory, and audiovisual perception of space
10.1371/journal.pcbi.1004649 · 2015 · External reference
Cross-modal enhancement of perceived brightness: Sensory interaction versus response bias
10.3758/bf03194789 · 2003 · External reference
Multisensory decisions: the test of a race model, its logic, and power
10.1163/22134808-00002541 · 2017 · External reference
Correlation detection as a general mechanism for multisensory integration
10.1038/ncomms11543 · 2016 · External reference
Multisensory integration operates on correlated input from unimodal transient channels
10.7554/elife.90841 · 2025 · External reference
Sensory- and memory-related drivers for altered ventriloquism effects and aftereffects in older adults
10.1016/j.cortex.2020.12.001 · 2021 · External reference
Multisensory correlation computations in the human brain identified by a time-resolved encoding model
10.1038/s41467-022-29687-6 · 2022 · External reference
Statistical facilitation of simple reaction times
10.1111/j.2164-0947.1962.tb01433.x · 1962 · External reference
The diffusion decision model: theory and data for two-choice decision tasks
10.1162/neco.2008.12-06-420 · 2008 · External reference
Modeling response times for two-choice decisions
10.1111/1467-9280.00067 · 1998 · External reference
Resolving multisensory conflict: a strategy for balancing the costs and benefits of audio-visual integration
10.1098/rspb.2006.3578 · 2006 · External reference
The neural dynamics of hierarchical Bayesian causal inference in multisensory perception
10.1038/s41467-019-09664-2 · 2019 · External reference
Multisensory perceptual and causal inference is largely preserved in medicated post-acute individuals with schizophrenia
10.1371/journal.pbio.3002790 · 2024 · External reference
Cortical hierarchies perform Bayesian causal inference in multisensory perception
10.1371/journal.pbio.1002073 · 2015 · External reference
Perception of body ownership is driven by Bayesian sensory inference
10.1371/journal.pone.0117178 · 2015 · External reference
Bayesian inference explains perception of unity and ventriloquism aftereffect: Identification of common sources of audiovisual stimuli
10.1162/neco.2007.19.12.3335 · 2007 · External reference
Is inefficient multisensory processing associated with falls in older people?
10.1007/s00221-011-2560-z · 2011 · External reference
Bayesian causal inference: A unifying neuroscience theory
10.1016/j.neubiorev.2022.104619 · 2022 · External reference
Causal inference in perception
10.1016/j.tics.2010.07.001 · 2010 · External reference
Illusions: What you see is what you hear
10.1038/35048669 · 2000 · External reference
Visual illusion induced by sound
10.1016/s0926-6410(02)00069-1 · 2002 · External reference
Benefits of multisensory learning
10.1016/j.tics.2008.07.006 · 2008 · External reference
Enhancement of perceived visual intensity by auditory stimuli: a psychophysical analysis
10.1162/jocn.1996.8.6.497 · 1996 · External reference
Evidence for diminished multisensory integration in autism spectrum disorders
10.1007/s10803-014-2179-6 · 2014 · External reference
Individual differences in the multisensory temporal binding window predict susceptibility to audiovisual illusions
10.1037/a0027339 · 2012 · External reference
Sound-induced flash illusion is modulated by the depth of auditory stimuli: evidence from younger and older adults
10.3758/s13414-022-02537-9 · 2022 · External reference
What is the McGurk effect?
10.3389/fpsyg.2014.00725 · 2014 · External reference
The construct of the multisensory temporal binding window and its dysregulation in developmental disabilities
10.1016/j.neuropsychologia.2014.08.005 · 2014 · External reference
Developmentally enhanced visual reliability reduces susceptibility to the sound-induced flash illusion: evidence from bayesian causal inference
10.1016/j.concog.2025.103921 · 2025 · External reference
HDDM: hierarchical Bayesian estimation of the drift-diffusion model in Python
10.3389/fninf.2013.00014 · 2013 · External reference
Reduced multisensory integration in patients with schizophrenia on a target detection task
10.1016/j.neuropsychologia.2010.06.028 · 2010 · External reference
Probability matching as a computational strategy used in perception
10.1371/journal.pcbi.1000871 · 2010 · External reference
Reward reduces the fission illusion in the sound-induced flash illusion
10.1177/03010066221093479 · 2022 · External reference
Compensation mechanisms may not always account for enhanced multisensory illusion in older adults: evidence from sound-induced flash illusion
10.3390/brainsci12101418 · 2022 · External reference
Multisensory temporal binding window in autism spectrum disorders and schizophrenia spectrum disorders: a systematic review and meta-analysis
10.1016/j.neubiorev.2017.12.013 · 2018 · External reference
Audiovisual temporal processing in children and adolescents with schizophrenia and children and adolescents with autism: evidence from simultaneity-judgment tasks and eye-tracking data
10.1177/21677026211031543 · 2022 · External reference
The overlooked role of unisensory precision in multisensory research
10.1016/j.cub.2024.01.057 · 2024 · External reference
BCI Toolbox: an open-source Python package for the Bayesian causal inference model
10.1371/journal.pcbi.1011791 · 2024 · External reference
Crossmodal interaction of flashes and beeps across time and number follows Bayesian causal inference
10.3758/s13423-026-02857-z · 2026 · External reference
