Humans integrate visual and haptic information in a statistically optimal fashion

Ernst, Marc O.; Banks, MS

Humans integrate visual and haptic information in a statistically optimal fashion

Ernst MO, Banks MS (2002)
Nature 415(6870): 429-433.

Zeitschriftenaufsatz | Veröffentlicht | Englisch

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DOI

https://doi.org/10.1038/415429a

Autor*in

Ernst, Marc O.^UniBi; Banks, MS

Einrichtung

Fakultät für Biologie > Kognitive Neurowissenschaften

Abstract / Bemerkung

When a person looks at an object while exploring it with their hand, vision and touch both provide information for estimating the properties of the object. Vision frequently dominates the integrated visual-haptic percept, for example when judging size, shape or position(1-3), but in some circumstances the percept is clearly affected by haptics(4-7). Here we propose that a general principle, which minimizes variance in the final estimate, determines the degree to which vision or haptics dominates. This principle is realized by using maximum-likelihood estimation(8-15) to combine the inputs. To investigate cue combination quantitatively, we first measured the variances associated with visual and haptic estimation of height. We then used these measurements to construct a maximum-likelihood integrator. This model behaved very similarly to humans in a visual-haptic task. Thus, the nervous system seems to combine visual and haptic information in a fashion that is similar to a maximum-likelihood integrator. Visual dominance occurs when the variance associated with visual estimation is lower than that associated with haptic estimation.

Erscheinungsjahr

2002

Zeitschriftentitel

Nature

Band

415

Ausgabe

6870

Seite(n)

429-433

ISSN

0028-0836

Page URI

https://pub.uni-bielefeld.de/record/2288099

Zitieren

Ernst MO, Banks MS. Humans integrate visual and haptic information in a statistically optimal fashion. Nature. 2002;415(6870):429-433.

Ernst, M. O., & Banks, M. S. (2002). Humans integrate visual and haptic information in a statistically optimal fashion. Nature, 415(6870), 429-433. https://doi.org/10.1038/415429a

Ernst, Marc O., and Banks, MS. 2002. “Humans integrate visual and haptic information in a statistically optimal fashion”. Nature 415 (6870): 429-433.

Ernst, M. O., and Banks, M. S. (2002). Humans integrate visual and haptic information in a statistically optimal fashion. Nature 415, 429-433.

Ernst, M.O., & Banks, M.S., 2002. Humans integrate visual and haptic information in a statistically optimal fashion. Nature, 415(6870), p 429-433.

M.O. Ernst and M.S. Banks, “Humans integrate visual and haptic information in a statistically optimal fashion”, Nature, vol. 415, 2002, pp. 429-433.

Ernst, M.O., Banks, M.S.: Humans integrate visual and haptic information in a statistically optimal fashion. Nature. 415, 429-433 (2002).

Ernst, Marc O., and Banks, MS. “Humans integrate visual and haptic information in a statistically optimal fashion”. Nature 415.6870 (2002): 429-433.

Daten bereitgestellt von European Bioinformatics Institute (EBI)

1345 Zitationen in Europe PMC

Daten bereitgestellt von Europe PubMed Central.

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Kriegeskorte N, Douglas PK., Nat Neurosci 21(9), 2018
PMID: 30127428

The rubber hand illusion induced by visual-thermal stimulation.
Trojan J, Fuchs X, Speth SL, Diers M., Sci Rep 8(1), 2018
PMID: 30127441

A nonlinear updating algorithm captures suboptimal inference in the presence of signal-dependent noise.
Egger SW, Jazayeri M., Sci Rep 8(1), 2018
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Effects of auditory feedback on movements with two-segment sequence and eye-hand coordination.
Rand MK., Exp Brain Res 236(12), 2018
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Motor and sensory disturbances induced by sensorimotor conflicts during passive and active movements in healthy participants.
Brun C, Gagné M, McCabe CS, Mercier C., PLoS One 13(8), 2018
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Optimal multisensory integration leads to optimal time estimation.
Murai Y, Yotsumoto Y., Sci Rep 8(1), 2018
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Losing my hand. Body ownership attenuation after virtual lesion of the primary motor cortex.
Fossataro C, Bruno V, Giurgola S, Bolognini N, Garbarini F., Eur J Neurosci 48(6), 2018
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Intra-auditory integration between pitch and loudness in humans: Evidence of super-optimal integration at moderate uncertainty in auditory signals.
Koh K, Kwon HJ, Kiemel T, Miller RH, Park YS, Kim MJ, Kwon YH, Kim YH, Shim JK., Sci Rep 8(1), 2018
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Spatial receptive field shift by preceding cross-modal stimulation in the cat superior colliculus.
Xu J, Bi T, Wu J, Meng F, Wang K, Hu J, Han X, Zhang J, Zhou X, Keniston L, Yu L., J Physiol 596(20), 2018
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Multisensory perception reflects individual differences in processing temporal correlations.
Nidiffer AR, Diederich A, Ramachandran R, Wallace MT., Sci Rep 8(1), 2018
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Decomposing sensorimotor variability changes in ageing and their connection to falls in older people.
Lin CH, Faisal AA., Sci Rep 8(1), 2018
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Emotional visual stimuli affect the evaluation of tactile stimuli presented on the arms but not the related electrodermal responses.
Etzi R, Zampini M, Juravle G, Gallace A., Exp Brain Res 236(12), 2018
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What you saw is what you will hear: Two new illusions with audiovisual postdictive effects.
Stiles NRB, Li M, Levitan CA, Kamitani Y, Shimojo S., PLoS One 13(10), 2018
PMID: 30281629

Audiovisual Integration Enhances Stimulus Detection Performance in Mice.
Meijer GT, Pie JL, Dolman TL, Pennartz CMA, Lansink CS., Front Behav Neurosci 12(), 2018
PMID: 30337861

Theoretical Principles of Multiscale Spatiotemporal Control of Neuronal Networks: A Complex Systems Perspective.
Dehghani N., Front Comput Neurosci 12(), 2018
PMID: 30349469

A Biased Bayesian Inference for Decision-Making and Cognitive Control.
Matsumori K, Koike Y, Matsumoto K., Front Neurosci 12(), 2018
PMID: 30369867

Effect of Visual Information on Active Touch During Mirror Visual Feedback.
Katsuyama N, Kikuchi-Tachi E, Usui N, Yoshizawa H, Saito A, Taira M., Front Hum Neurosci 12(), 2018
PMID: 30405378

Confidence is higher in touch than in vision in cases of perceptual ambiguity.
Fairhurst MT, Travers E, Hayward V, Deroy O., Sci Rep 8(1), 2018
PMID: 30353061

Late Bayesian inference in mental transformations.
Remington ED, Parks TV, Jazayeri M., Nat Commun 9(1), 2018
PMID: 30356049

Peri-personal space as a prior in coupling visual and proprioceptive signals.
Noel JP, Samad M, Doxon A, Clark J, Keller S, Di Luca M., Sci Rep 8(1), 2018
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Auditory and Visual Motion Processing and Integration in the Primate Cerebral Cortex.
Chaplin TA, Rosa MGP, Lui LL., Front Neural Circuits 12(), 2018
PMID: 30416431

The functional role of serial dependence.
Cicchini GM, Mikellidou K, Burr DC., Proc Biol Sci 285(1890), 2018
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The development of Bayesian integration in sensorimotor estimation.
Chambers C, Sokhey T, Gaebler-Spira D, Kording KP., J Vis 18(12), 2018
PMID: 30452586

Accuracy-Precision Trade-off in Human Sound Localisation.
Ege R, Opstal AJV, Van Wanrooij MM., Sci Rep 8(1), 2018
PMID: 30401920

Touch engages visual spatial contextual processing.
Pérez-Bellido A, Pappal RD, Yau JM., Sci Rep 8(1), 2018
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Potential Mechanisms of Sensory Augmentation Systems on Human Balance Control.
Sienko KH, Seidler RD, Carender WJ, Goodworth AD, Whitney SL, Peterka RJ., Front Neurol 9(), 2018
PMID: 30483209

Bayes-Like Integration of a New Sensory Skill with Vision.
Negen J, Wen L, Thaler L, Nardini M., Sci Rep 8(1), 2018
PMID: 30442895

Effects of spatial consistency and individual difference on touch-induced visual suppression effect.
Hidaka S, Suzuishi Y, Ide M, Wada M., Sci Rep 8(1), 2018
PMID: 30451910

Vestibular System and Self-Motion.
Cheng Z, Gu Y., Front Cell Neurosci 12(), 2018
PMID: 30524247

Active Haptic Exploration of Softness: Indentation Force Is Systematically Related to Prediction, Sensation and Motivation.
Lezkan A, Metzger A, Drewing K., Front Integr Neurosci 12(), 2018
PMID: 30555306

Joint Speed Discrimination and Augmentation For Prosthesis Feedback.
Earley EJ, Johnson RE, Hargrove LJ, Sensinger JW., Sci Rep 8(1), 2018
PMID: 30531829

Quantifying Motor Task Performance by Bounded Rational Decision Theory.
Schach S, Gottwald S, Braun DA., Front Neurosci 12(), 2018
PMID: 30618561

Beyond naïve cue combination: salience and social cues in early word learning.
Yurovsky D, Frank MC., Dev Sci 20(2), 2017
PMID: 26575408

Abnormal Pain Response to Visual Feedback During Cervical Movements in Chronic Whiplash: An Experimental Study.
De Kooning M, Daenen L, Verhelpen S, Don S, Voogt L, Roussel N, Ickmans K, Van Loo M, Cras P, Nijs J., Pain Pract 17(2), 2017
PMID: 26913494

The organization of exploratory behaviors in infant locomotor planning.
Kretch KS, Adolph KE., Dev Sci 20(4), 2017
PMID: 27147103

Name that percussive tune: Associative memory and amplitude envelope.
Schutz M, Stefanucci JK, H Baum S, Roth A., Q J Exp Psychol (Hove) 70(7), 2017
PMID: 27156568

To bridge or not to bridge the multisensory time gap: bimanual coordination to sound and touch with temporal lags.
Roy C, Dalla Bella S, Lagarde J., Exp Brain Res 235(1), 2017
PMID: 27655357

Optimal nonlinear cue integration for sound localization.
Fischer BJ, Peña JL., J Comput Neurosci 42(1), 2017
PMID: 27714569

Preschoolers Flexibly Adapt to Linguistic Input in a Noisy Channel.
Yurovsky D, Case S, Frank MC., Psychol Sci 28(1), 2017
PMID: 28078978

Auditory compensation for head rotation is incomplete.
Freeman TC, Culling JF, Akeroyd MA, Brimijoin WO., J Exp Psychol Hum Percept Perform 43(2), 2017
PMID: 27841453

Multisensory integration is independent of perceived simultaneity.
Harrar V, Harris LR, Spence C., Exp Brain Res 235(3), 2017
PMID: 27872958

Skill learning from kinesthetic feedback.
Pinzon D, Vega R, Sanchez YP, Zheng B., Am J Surg 214(4), 2017
PMID: 28007316

The contribution of response conflict, multisensory integration, and body-mediated attention to the crossmodal congruency effect.
Marini F, Romano D, Maravita A., Exp Brain Res 235(3), 2017
PMID: 27913817

Computational principles and models of multisensory integration.
Chandrasekaran C., Curr Opin Neurobiol 43(), 2017
PMID: 27918886

Balancing sensory inputs: Sensory reweighting of ankle proprioception and vision during a bipedal posture task.
Kabbaligere R, Lee BC, Layne CS., Gait Posture 52(), 2017
PMID: 27978501

Alternating Adaptation of Eye and Hand Movements to Opposite Directed Double Steps.
Schmitz G, Grigorova V., J Mot Behav 49(3), 2017
PMID: 27935470

Catching Audiovisual Interactions With a First-Person Fisherman Video Game.
Sun Y, Hickey TJ, Shinn-Cunningham B, Sekuler R., Perception 46(7), 2017
PMID: 28622759

A Mammalian Retinal Ganglion Cell Implements a Neuronal Computation That Maximizes the SNR of Its Postsynaptic Currents.
Homann J, Freed MA., J Neurosci 37(6), 2017
PMID: 28039376

Perceptual Decision Making in Rodents, Monkeys, and Humans.
Hanks TD, Summerfield C., Neuron 93(1), 2017
PMID: 28056343

Playing with Senses in VR: Alternate Perceptions Combining Vision and Touch.
Lecuyer A., IEEE Comput Graph Appl 37(1), 2017
PMID: 28103541

Auditory Stimulus Detection Partially Depends on Visuospatial Attentional Resources.
Wahn B, Murali S, Sinnett S, König P., Iperception 8(1), 2017
PMID: 28203353

Touch Accelerates Visual Awareness.
Lunghi C, Lo Verde L, Alais D., Iperception 8(1), 2017
PMID: 28210486

Causal Inference in Multisensory Heading Estimation.
de Winkel KN, Katliar M, Bülthoff HH., PLoS One 12(1), 2017
PMID: 28060957

Haptic feedback attenuates illusory bias in pantomime-grasping: evidence for a visuo-haptic calibration.
Chan J, Heath M., Exp Brain Res 235(4), 2017
PMID: 28070622

Auditory Localisation Biases Increase with Sensory Uncertainty.
Garcia SE, Jones PR, Rubin GS, Nardini M., Sci Rep 7(), 2017
PMID: 28074913

Pain: A Statistical Account.
Tabor A, Thacker MA, Moseley GL, Körding KP., PLoS Comput Biol 13(1), 2017
PMID: 28081134

The effect of long-term exposure to microgravity on the perception of upright.
Harris LR, Jenkin M, Jenkin H, Zacher JE, Dyde RT., NPJ Microgravity 3(), 2017
PMID: 28649625

Multisensory Bayesian Inference Depends on Synapse Maturation during Training: Theoretical Analysis and Neural Modeling Implementation.
Ursino M, Cuppini C, Magosso E., Neural Comput 29(3), 2017
PMID: 28095201

Perceptual attraction in tool use: evidence for a reliability-based weighting mechanism.
Debats NB, Ernst MO, Heuer H., J Neurophysiol 117(4), 2017
PMID: 28100656

Tactile localization performance in children with developmental coordination disorder (DCD) corresponds to their motor skill and not their cognitive ability.
Johnston JS, Begum Ali J, Hill EL, Bremner AJ., Hum Mov Sci 53(), 2017
PMID: 28109545

A Bayesian Account of Vocal Adaptation to Pitch-Shifted Auditory Feedback.
Hahnloser RH, Narula G., PLoS One 12(1), 2017
PMID: 28135267

Distinct Neural Signatures for Very Small and Very Large Numerosities.
Fornaciai M, Park J., Front Hum Neurosci 11(), 2017
PMID: 28197086

A Neural Circuit for Auditory Dominance over Visual Perception.
Song YH, Kim JH, Jeong HW, Choi I, Jeong D, Kim K, Lee SH., Neuron 93(4), 2017
PMID: 28162806

Limb position drift results from misalignment of proprioceptive and visual maps.
Patterson JR, Brown LE, Wagstaff DA, Sainburg RL., Neuroscience 346(), 2017
PMID: 28163058

Theory of cortical function.
Heeger DJ., Proc Natl Acad Sci U S A 114(8), 2017
PMID: 28167793

Accuracy Maximization Analysis for Sensory-Perceptual Tasks: Computational Improvements, Filter Robustness, and Coding Advantages for Scaled Additive Noise.
Burge J, Jaini P., PLoS Comput Biol 13(2), 2017
PMID: 28178266

Perceptual precision of passive body tilt is consistent with statistically optimal cue integration.
Lim K, Karmali F, Nicoucar K, Merfeld DM., J Neurophysiol 117(5), 2017
PMID: 28179477

Sensory augmentation: integration of an auditory compass signal into human perception of space.
Schumann F, O'Regan JK., Sci Rep 7(), 2017
PMID: 28195187

Having control over the external world increases the implicit sense of agency.
Beck B, Di Costa S, Haggard P., Cognition 162(), 2017
PMID: 28212896

Auditory Spatial Recalibration in Congenital Blind Individuals.
Finocchietti S, Cappagli G, Gori M., Front Neurosci 11(), 2017
PMID: 28261053

On the neural basis of sensory weighting: Alpha, beta and gamma modulations during complex movements.
Lebar N, Danna J, Moré S, Mouchnino L, Blouin J., Neuroimage 150(), 2017
PMID: 28215622

Optimal visual-haptic integration with articulated tools.
Takahashi C, Watt SJ., Exp Brain Res 235(5), 2017
PMID: 28214998

Neural Representation and Causal Models in Motor Cortex.
Chaisanguanthum KS, Shen HH, Sabes PN., J Neurosci 37(12), 2017
PMID: 28219983

Binaural pitch fusion: Comparison of normal-hearing and hearing-impaired listeners.
Reiss LA, Shayman CS, Walker EP, Bennett KO, Fowler JR, Hartling CL, Glickman B, Lasarev MR, Oh Y., J Acoust Soc Am 141(3), 2017
PMID: 28372056

A Double Dissociation between Anterior and Posterior Superior Temporal Gyrus for Processing Audiovisual Speech Demonstrated by Electrocorticography.
Ozker M, Schepers IM, Magnotti JF, Yoshor D, Beauchamp MS., J Cogn Neurosci 29(6), 2017
PMID: 28253074

Electrosensory capture during multisensory discrimination of nearby objects in the weakly electric fish Gnathonemus petersii.
Schumacher S, Burt de Perera T, von der Emde G., Sci Rep 7(), 2017
PMID: 28257127

Causal Context Presented in Subsequent Event Modifies the Perceived Timing of Cause and Effect.
Umemura H., Front Psychol 8(), 2017
PMID: 28326051

An adaptive cue combination model of human spatial reorientation.
Xu Y, Regier T, Newcombe NS., Cognition 163(), 2017
PMID: 28285237

Leftward oculomotor prismatic training induces a rightward bias in normal subjects.
Ronga I, Sarasso P, Raineri F, Duhamel JR, Becchio C, Neppi-Modona M., Exp Brain Res 235(6), 2017
PMID: 28285406

Intermanual Apparent Tactile Motion and Its Extension to 3D Interactions.
Zhao S, Israr A, Fenner M, Klatzky RL., IEEE Trans Haptics 10(4), 2017
PMID: 28320677

Adaptation to random and systematic errors: Comparison of amputee and non-amputee control interfaces with varying levels of process noise.
Johnson RE, Kording KP, Hargrove LJ, Sensinger JW., PLoS One 12(3), 2017
PMID: 28301512

The Power of Suggestion: Posthypnotically Induced Changes in the Temporal Binding of Intentional Action Outcomes.
Lush P, Caspar EA, Cleeremans A, Haggard P, Magalhães De Saldanha da Gama PA, Dienes Z., Psychol Sci 28(5), 2017
PMID: 28485704

Modeling the Development of Audiovisual Cue Integration in Speech Perception.
Getz LM, Nordeen ER, Vrabic SC, Toscano JC., Brain Sci 7(3), 2017
PMID: 28335558

Lost in space: multisensory conflict yields adaptation in spatial representations across frames of reference.
Lohmann J, Butz MV., Cogn Process 18(3), 2017
PMID: 28349249

Transfer of dynamic motor skills acquired during isometric training to free motion.
Melendez-Calderon A, Tan M, Bittmann MF, Burdet E, Patton JL., J Neurophysiol 118(1), 2017
PMID: 28356476

Audio-visual temporal perception in children with restored hearing.
Gori M, Chilosi A, Forli F, Burr D., Neuropsychologia 99(), 2017
PMID: 28365363

Is Attentional Resource Allocation Across Sensory Modalities Task-Dependent?
Wahn B, König P., Adv Cogn Psychol 13(1), 2017
PMID: 28450975

Audio-visual interactions uniquely contribute to resolution of visual conflict in people possessing absolute pitch.
Kim S, Blake R, Lee M, Kim CY., PLoS One 12(4), 2017
PMID: 28380058

Vision adds to haptics when dyads perform a whole-body joint balance task.
Eils E, Cañal-Bruland R, Sieverding L, de Lussanet MHE, Zentgraf K., Exp Brain Res 235(7), 2017
PMID: 28386712

Multisensory coding in the multiple-demand regions: vibrotactile task information is coded in frontoparietal cortex.
Woolgar A, Zopf R., J Neurophysiol 118(2), 2017
PMID: 28404826

Exploring Tactile Perceptual Dimensions Using Materials Associated with Sensory Vocabulary.
Sakamoto M, Watanabe J., Front Psychol 8(), 2017
PMID: 28450843

Sensory cortical response to uncertainty and low salience during recognition of affective cues in musical intervals.
Bravo F, Cross I, Stamatakis EA, Rohrmeier M., PLoS One 12(4), 2017
PMID: 28422990

Brain networks for confidence weighting and hierarchical inference during probabilistic learning.
Meyniel F, Dehaene S., Proc Natl Acad Sci U S A 114(19), 2017
PMID: 28439014

The Impact of Oral Promethazine on Human Whole-Body Motion Perceptual Thresholds.
Diaz-Artiles A, Priesol AJ, Clark TK, Sherwood DP, Oman CM, Young LR, Karmali F., J Assoc Res Otolaryngol 18(4), 2017
PMID: 28439720

Multisensory Integration Uses a Real-Time Unisensory-Multisensory Transform.
Miller RL, Stein BE, Rowland BA., J Neurosci 37(20), 2017
PMID: 28450539

The Sapir-Whorf hypothesis and inference under uncertainty.
Regier T, Xu Y., Wiley Interdiscip Rev Cogn Sci 8(6), 2017
PMID: 28455908

Look Hear! The Prefrontal Cortex is Stratified by Modality of Sensory Input During Multisensory Cognitive Control.
Mayer AR, Ryman SG, Hanlon FM, Dodd AB, Ling JM., Cereb Cortex 27(5), 2017
PMID: 27166168

Saccadic suppression as a perceptual consequence of efficient sensorimotor estimation.
Crevecoeur F, Kording KP., Elife 6(), 2017
PMID: 28463113

Manipulation of visual information affects control strategy during a visuomotor tracking task.
Bank PJM, Dobbe LRM, Meskers CGM, de Groot JH, de Vlugt E., Behav Brain Res 329(), 2017
PMID: 28501420

Humans treat unreliable filled-in percepts as more real than veridical ones.
Ehinger BV, Häusser K, Ossandón JP, König P., Elife 6(), 2017
PMID: 28506359

Where are you heading? Flexible integration of retinal and extra-retinal cues during self-motion perception.
Kuang S, Shi J, Wang Y, Zhang T., Psych J 6(2), 2017
PMID: 28514063

Trust in haptic assistance: weighting visual and haptic cues based on error history.
Gibo TL, Mugge W, Abbink DA., Exp Brain Res 235(8), 2017
PMID: 28534068

Looking for the Self: Phenomenology, Neurophysiology and Philosophical Significance of Drug-induced Ego Dissolution.
Millière R., Front Hum Neurosci 11(), 2017
PMID: 28588463

Computational Psychosomatics and Computational Psychiatry: Toward a Joint Framework for Differential Diagnosis.
Petzschner FH, Weber LAE, Gard T, Stephan KE., Biol Psychiatry 82(6), 2017
PMID: 28619481

Social Information Is Integrated into Value and Confidence Judgments According to Its Reliability.
De Martino B, Bobadilla-Suarez S, Nouguchi T, Sharot T, Love BC., J Neurosci 37(25), 2017
PMID: 28566360

Hemispheric asymmetry: Looking for a novel signature of the modulation of spatial attention in multisensory processing.
Chen YC, Spence C., Psychon Bull Rev 24(3), 2017
PMID: 27586002

The impact of semantically congruent and incongruent visual information on auditory object recognition across development.
Thomas RL, Nardini M, Mareschal D., J Exp Child Psychol 162(), 2017
PMID: 28595113

Quantification of Head Movement Predictability and Implications for Suppression of Vestibular Input during Locomotion.
MacNeilage PR, Glasauer S., Front Comput Neurosci 11(), 2017
PMID: 28638335

Implementing a Bayes Filter in a Neural Circuit: The Case of Unknown Stimulus Dynamics.
Sokoloski S., Neural Comput 29(9), 2017
PMID: 28599113

Multisensory Perception of Contradictory Information in an Environment of Varying Reliability: Evidence for Conscious Perception and Optimal Causal Inference.
Mahani MN, Sheybani S, Bausenhart KM, Ulrich R, Ahmadabadi MN., Sci Rep 7(1), 2017
PMID: 28600573

Motor errors lead to enhanced performance in older adults.
Levy-Tzedek S., Sci Rep 7(1), 2017
PMID: 28607449

Supramodal representation of temporal priors calibrates interval timing.
Zhang H, Zhou X., J Neurophysiol 118(2), 2017
PMID: 28615342

Sensory noise predicts divisive reshaping of receptive fields.
Chalk M, Masset P, Deneve S, Gutkin B., PLoS Comput Biol 13(6), 2017
PMID: 28622330

Neural Mechanisms of Updating under Reducible and Irreducible Uncertainty.
Kobayashi K, Hsu M., J Neurosci 37(29), 2017
PMID: 28626019

Fingertip-Based Feature Analysis for the Push and Stroke Manipulation of Elastic Objects.
Nakao M, Senoo M, Matsuda T., IEEE Trans Haptics 10(4), 2017
PMID: 28678714

Integration of individual and social information for decision-making in groups of different sizes.
Park SA, Goïame S, O'Connor DA, Dreher JC., PLoS Biol 15(6), 2017
PMID: 28658252

Integration of visual and tactile information in reproduction of traveled distance.
Churan J, Paul J, Klingenhoefer S, Bremmer F., J Neurophysiol 118(3), 2017
PMID: 28659463

Noise, multisensory integration, and previous response in perceptual disambiguation.
Parise CV, Ernst MO., PLoS Comput Biol 13(7), 2017
PMID: 28692700

Influence of the Body Schema on Multisensory Integration: Evidence from the Mirror Box Illusion.
Liu Y, Medina J., Sci Rep 7(1), 2017
PMID: 28698615

Illusory visual-depth reversal can modulate sensations of contact surface.
Igarashi Y, Omori K, Arai T, Aizawa Y., Exp Brain Res 235(10), 2017
PMID: 28721518

Finding Home: Landmark Ambiguity in Human Navigation.
Jetzschke S, Ernst MO, Froehlich J, Boeddeker N., Front Behav Neurosci 11(), 2017
PMID: 28769773

Efficient probabilistic inference in generic neural networks trained with non-probabilistic feedback.
Orhan AE, Ma WJ., Nat Commun 8(1), 2017
PMID: 28743932

Probabilistic Computations for Attention, Eye Movements, and Search.
Eckstein MP., Annu Rev Vis Sci 3(), 2017
PMID: 28746814

Multisensory-Based Rehabilitation Approach: Translational Insights from Animal Models to Early Intervention.
Purpura G, Cioni G, Tinelli F., Front Neurosci 11(), 2017
PMID: 28798661

Effect of Context on the Contribution of Individual Harmonics to Residue Pitch.
Gockel HE, Alsindi S, Hardy C, Carlyon RP., J Assoc Res Otolaryngol 18(6), 2017
PMID: 28755308

Multisensory Integration of Low-level Information in Autism Spectrum Disorder: Measuring Susceptibility to the Flash-Beep Illusion.
Bao VA, Doobay V, Mottron L, Collignon O, Bertone A., J Autism Dev Disord 47(8), 2017
PMID: 28536959

Binaural pitch fusion: Pitch averaging and dominance in hearing-impaired listeners with broad fusion.
Oh Y, Reiss LAJ., J Acoust Soc Am 142(2), 2017
PMID: 28863555

Auditory environmental context affects visual distance perception.
Etchemendy PE, Abregú E, Calcagno ER, Eguia MC, Vechiatti N, Iasi F, Vergara RO., Sci Rep 7(1), 2017
PMID: 28775372

Modality-specific Changes in Motor Cortex Excitability After Visuo-proprioceptive Realignment.
Munoz-Rubke F, Mirdamadi JL, Lynch AK, Block HJ., J Cogn Neurosci 29(12), 2017
PMID: 28777059

Unidirectional brain to muscle connectivity reveals motor cortex control of leg muscles during stereotyped walking.
Artoni F, Fanciullacci C, Bertolucci F, Panarese A, Makeig S, Micera S, Chisari C., Neuroimage 159(), 2017
PMID: 28782683

Grouping by feature of cross-modal flankers in temporal ventriloquism.
Klimova M, Nishida S, Roseboom W., Sci Rep 7(1), 2017
PMID: 28790403

Nonlinear Bayesian filtering and learning: a neuronal dynamics for perception.
Kutschireiter A, Surace SC, Sprekeler H, Pfister JP., Sci Rep 7(1), 2017
PMID: 28821729

Sensory cue-combination in the context of newly learned categories.
Bankieris KR, Bejjanki VR, Aslin RN., Sci Rep 7(1), 2017
PMID: 28883455

Near-optimal integration of facial form and motion.
Dobs K, Ma WJ, Reddy L., Sci Rep 7(1), 2017
PMID: 28887554

Viewing geometry determines the contribution of binocular vision to the online control of grasping.
Keefe BD, Watt SJ., Exp Brain Res 235(12), 2017
PMID: 28900689

With or without you: predictive coding and Bayesian inference in the brain.
Aitchison L, Lengyel M., Curr Opin Neurobiol 46(), 2017
PMID: 28942084

Multisensory Interference in Early Deaf Adults.
Heimler B, Baruffaldi F, Bonmassar C, Venturini M, Pavani F., J Deaf Stud Deaf Educ 22(4), 2017
PMID: 28961871

Linking normative models of natural tasks to descriptive models of neural response.
Jaini P, Burge J., J Vis 17(12), 2017
PMID: 29071353

Responding to sounds from unseen locations: crossmodal attentional orienting in response to sounds presented from the rear.
Spence C, Lee J, Van der Stoep N., Eur J Neurosci (), 2017
PMID: 28973789

Effects of the availability of accurate proprioceptive information on older adults' postural sway and muscle co-contraction.
Craig CE, Calvert GHM, Doumas M., Eur J Neurosci 46(10), 2017
PMID: 28921721

A unifying Bayesian account of contextual effects in value-based choice.
Rigoli F, Mathys C, Friston KJ, Dolan RJ., PLoS Comput Biol 13(10), 2017
PMID: 28981514

On neuromechanical approaches for the study of biological and robotic grasp and manipulation.
Valero-Cuevas FJ, Santello M., J Neuroeng Rehabil 14(1), 2017
PMID: 29017508

Multisensory emotion perception in congenitally, early, and late deaf CI users.
Fengler I, Nava E, Villwock AK, Büchner A, Lenarz T, Röder B., PLoS One 12(10), 2017
PMID: 29023525

Links between Gestures and Multisensory Processing: Individual Differences Suggest a Compensation Mechanism.
Schmalenbach SB, Billino J, Kircher T, van Kemenade BM, Straube B., Front Psychol 8(), 2017
PMID: 29085323

The spatio-temporal profile of multisensory integration.
Starke J, Ball F, Heinze HJ, Noesselt T., Eur J Neurosci (), 2017
PMID: 29057531

Neural correlates of multisensory reliability and perceptual weights emerge at early latencies during audio-visual integration.
Boyle SC, Kayser SJ, Kayser C., Eur J Neurosci 46(10), 2017
PMID: 28940728

Can Limitations of Visuospatial Attention Be Circumvented? A Review.
Wahn B, König P., Front Psychol 8(), 2017
PMID: 29163278

A Computational Analysis of Neural Mechanisms Underlying the Maturation of Multisensory Speech Integration in Neurotypical Children and Those on the Autism Spectrum.
Cuppini C, Ursino M, Magosso E, Ross LA, Foxe JJ, Molholm S., Front Hum Neurosci 11(), 2017
PMID: 29163099

Visuo-haptic integration in object identification using novel objects.
Desmarais G, Meade M, Wells T, Nadeau M., Atten Percept Psychophys 79(8), 2017
PMID: 28744702

Central-peripheral differences in audiovisual and visuotactile event perception.
Chen YC, Maurer D, Lewis TL, Spence C, Shore DI., Atten Percept Psychophys 79(8), 2017
PMID: 28815431

A biologically inspired neurocomputational model for audiovisual integration and causal inference.
Cuppini C, Shams L, Magosso E, Ursino M., Eur J Neurosci 46(9), 2017
PMID: 28949035

Numerosity estimation benefits from transsaccadic information integration.
Hübner C, Schütz AC., J Vis 17(13), 2017
PMID: 29149766

The dynamics of multimodal integration: The averaging diffusion model.
Turner BM, Gao J, Koenig S, Palfy D, L McClelland J., Psychon Bull Rev 24(6), 2017
PMID: 28275990

Abstract spatial, but not body-related, visual information guides bimanual coordination.
Brandes J, Rezvani F, Heed T., Sci Rep 7(1), 2017
PMID: 29196722

Early dynamics of stereoscopic surface slant perception.
Caziot B, Backus BT, Lin E., J Vis 17(14), 2017
PMID: 29196763

Kinematic cross-correlation induces sensory integration across separate objects.
Debats NB, Ernst MO, Heuer H., Eur J Neurosci 46(12), 2017
PMID: 29068094

Task demands affect spatial reference frame weighting during tactile localization in sighted and congenitally blind adults.
Schubert JTW, Badde S, Röder B, Heed T., PLoS One 12(12), 2017
PMID: 29228023

State Estimation for Early Feedback Responses in Reaching: Intramodal or Multimodal?
Oostwoud Wijdenes L, Medendorp WP., Front Integr Neurosci 11(), 2017
PMID: 29311860

Formal models and quantitative measures of multisensory integration: a selective overview.
Colonius H, Diederich A., Eur J Neurosci (), 2017
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Quantification of Lower Extremity Kinesthesia Deficits Using a Robotic Exoskeleton in People With a Spinal Cord Injury.
Chisholm AE, Domingo A, Jeyasurya J, Lam T., Neurorehabil Neural Repair 30(3), 2016
PMID: 26089310

Flexible integration of visual cues in adolescents with autism spectrum disorder.
Bedford R, Pellicano E, Mareschal D, Nardini M., Autism Res 9(2), 2016
PMID: 26097109

Integration of audio-visual information for spatial decisions in children and adults.
Nardini M, Bales J, Mareschal D., Dev Sci 19(5), 2016
PMID: 26190579

Watching your pain site reduces pain intensity in chronic back pain patients.
Diers M, Löffler A, Zieglgänsberger W, Trojan J., Eur J Pain 20(4), 2016
PMID: 26282334

How prior expectations shape multisensory perception.
Gau R, Noppeney U., Neuroimage 124(pt a), 2016
PMID: 26419391

Initiating technical refinements in high-level golfers: Evidence for contradictory procedures.
Carson HJ, Collins D, Richards J., Eur J Sport Sci 16(4), 2016
PMID: 26428876

Multimodal integration in the chicken.
Verhaal J, Luksch H., J Exp Biol 219(pt 1), 2016
PMID: 26567346

The fourth dimension: A motoric perspective on the anxiety-performance relationship.
Carson HJ, Collins D., Int Rev Sport Exerc Psychol 9(1), 2016
PMID: 26692896

Determining thresholds using adaptive procedures and psychometric fits: evaluating efficiency using theory, simulations, and human experiments.
Karmali F, Chaudhuri SE, Yi Y, Merfeld DM., Exp Brain Res 234(3), 2016
PMID: 26645306

Grasping a 2D object: terminal haptic feedback supports an absolute visuo-haptic calibration.
Hosang S, Chan J, Davarpanah Jazi S, Heath M., Exp Brain Res 234(4), 2016
PMID: 26680769

Decentralized Multisensory Information Integration in Neural Systems.
Zhang WH, Chen A, Rasch MJ, Wu S., J Neurosci 36(2), 2016
PMID: 26758843

Crossmodal Correspondences: Standing Issues and Experimental Guidelines.
Parise CV., Multisens Res 29(1-3), 2016
PMID: 27311289

The Complex Interplay Between Multisensory Integration and Perceptual Awareness.
Deroy O, Faivre N, Lunghi C, Spence C, Aller M, Noppeney U., Multisens Res 29(6-7), 2016
PMID: 27795942

Joint Action: Mental Representations, Shared Information and General Mechanisms for Coordinating with Others.
Vesper C, Abramova E, Bütepage J, Ciardo F, Crossey B, Effenberg A, Hristova D, Karlinsky A, McEllin L, Nijssen SR, Schmitz L, Wahn B., Front Psychol 7(), 2016
PMID: 28101077

Near-optimal Integration of Magnitude in the Human Parietal Cortex.
Tickle H, Speekenbrink M, Tsetsos K, Michael E, Summerfield C., J Cogn Neurosci 28(4), 2016
PMID: 26741801

Cue properties change timing strategies in group movement synchronisation.
Honisch JJ, Elliott MT, Jacoby N, Wing AM., Sci Rep 6(), 2016
PMID: 26781066

Adaptive reliance on the most stable sensory predictions enhances perceptual feature extraction of moving stimuli.
Kumar N, Mutha PK., J Neurophysiol 115(3), 2016
PMID: 26823516

Letter to the editor concerning the article "Performance of gymnastics skill benefits from an external focus of attention" by Abdollahipour, Wulf, Psotta & Nieto (2015).
Collins D, Carson HJ, Toner J., J Sports Sci 34(13), 2016
PMID: 26824823

Prior probability modulates anticipatory activity in category-specific areas.
Trapp S, Lepsien J, Kotz SA, Bar M., Cogn Affect Behav Neurosci 16(1), 2016
PMID: 26350626

Mastoid Vibration Affects Dynamic Postural Control During Gait.
Chien JH, Mukherjee M, Stergiou N., Ann Biomed Eng 44(9), 2016
PMID: 26833038

Towards explaining spatial touch perception: Weighted integration of multiple location codes.
Badde S, Heed T., Cogn Neuropsychol 33(1-2), 2016
PMID: 27327353

The arousing power of everyday materials: an analysis of the physiological and behavioral responses to visually and tactually presented textures.
Etzi R, Gallace A., Exp Brain Res 234(6), 2016
PMID: 26842855

Hand synergies: Integration of robotics and neuroscience for understanding the control of biological and artificial hands.
Santello M, Bianchi M, Gabiccini M, Ricciardi E, Salvietti G, Prattichizzo D, Ernst M, Moscatelli A, Jörntell H, Kappers AM, Kyriakopoulos K, Albu-Schäffer A, Castellini C, Bicchi A., Phys Life Rev 17(), 2016
PMID: 26923030

Assessment of sensorimotor control in adults with surgical correction for idiopathic scoliosis.
Pialasse JP, Mercier P, Descarreaux M, Simoneau M., Eur Spine J 25(10), 2016
PMID: 26846230

Distinct Computational Principles Govern Multisensory Integration in Primary Sensory and Association Cortices.
Rohe T, Noppeney U., Curr Biol 26(4), 2016
PMID: 26853368

Neuromorphic VLSI realization of the hippocampal formation.
Aggarwal A., Neural Netw 77(), 2016
PMID: 26914394

Continuous Attractor Neural Networks: Candidate of a Canonical Model for Neural Information Representation.
Wu S, Wong KY, Fung CC, Mi Y, Zhang W., F1000Res 5(), 2016
PMID: 26937278

Continuous Attractor Neural Networks: Candidate of a Canonical Model for Neural Information Representation
Wu S, Wong KYM, Fung CCA, Mi Y, Zhang W., 2016
PMID: PPR43560

The diversity rank-score function for combining human visual perception systems.
Schweikert C, Mulia D, Sanchez K, Hsu DF., Brain Inform 3(1), 2016
PMID: 27747600

Predictive coding of multisensory timing.
Shi Z, Burr D., Curr Opin Behav Sci 8(), 2016
PMID: 27695705

Multiple cue use and integration in pigeons (Columba livia).
Legge EL, Madan CR, Spetch ML, Ludvig EA., Anim Cogn 19(3), 2016
PMID: 26908004

Stimulus intensity modulates multisensory temporal processing.
Krueger Fister J, Stevenson RA, Nidiffer AR, Barnett ZP, Wallace MT., Neuropsychologia 88(), 2016
PMID: 26920937

Touch influences perceived gloss.
Adams WJ, Kerrigan IS, Graf EW., Sci Rep 6(), 2016
PMID: 26915492

The Brain's Tendency to Bind Audiovisual Signals Is Stable but Not General.
Odegaard B, Shams L., Psychol Sci 27(4), 2016
PMID: 26944861

Neural signatures of perceptual inference.
Sedley W, Gander PE, Kumar S, Kovach CK, Oya H, Kawasaki H, Howard MA, Griffiths TD., Elife 5(), 2016
PMID: 26949254

Podokinetic circular vection: characteristics and interaction with optokinetic circular vection.
Becker W, Kliegl K, Kassubek J, Jürgens R., Exp Brain Res 234(7), 2016
PMID: 26965438

Prior knowledge of spatiotemporal configuration facilitates crossmodal saccadic response : A TWIN analysis.
Diederich A, Colonius H, Kandil FI., Exp Brain Res 234(7), 2016
PMID: 26975319

Haptic Guidance Needs to Be Intuitive Not Just Informative to Improve Human Motor Accuracy.
Mugge W, Kuling IA, Brenner E, Smeets JB., PLoS One 11(3), 2016
PMID: 26982481

Fusion of Haptic and Gesture Sensors for Rehabilitation of Bimanual Coordination and Dexterous Manipulation.
Yu N, Xu C, Li H, Wang K, Wang L, Liu J., Sensors (Basel) 16(3), 2016
PMID: 26999149

Illusory Visual Completion of an Object's Invisible Backside Can Make Your Finger Feel Shorter.
Ekroll V, Sayim B, Van der Hallen R, Wagemans J., Curr Biol 26(8), 2016
PMID: 27040774

Rapid Integration of Tactile and Visual Information by a Newly Sighted Child.
Chen J, Wu ED, Chen X, Zhu LH, Li X, Thorn F, Ostrovsky Y, Qu J., Curr Biol 26(8), 2016
PMID: 27040777

Integration of anatomical and external response mappings explains crossing effects in tactile localization: A probabilistic modeling approach.
Badde S, Heed T, Röder B., Psychon Bull Rev 23(2), 2016
PMID: 26350763

Interval timing, temporal averaging, and cue integration.
De Corte BJ, Matell MS., Curr Opin Behav Sci 8(), 2016
PMID: 27175440

Fast and Accurate Learning When Making Discrete Numerical Estimates.
Sanborn AN, Beierholm UR., PLoS Comput Biol 12(4), 2016
PMID: 27070155

Augmenting sensorimotor control using "goal-aware" vibrotactile stimulation during reaching and manipulation behaviors.
Tzorakoleftherakis E, Murphey TD, Scheidt RA., Exp Brain Res 234(8), 2016
PMID: 27074942

Dissociating vestibular and somatosensory contributions to spatial orientation.
Alberts BB, Selen LP, Bertolini G, Straumann D, Medendorp WP, Tarnutzer AA., J Neurophysiol 116(1), 2016
PMID: 27075537

The Development of Audio-Visual Integration for Temporal Judgements.
Adams WJ., PLoS Comput Biol 12(4), 2016
PMID: 27078834

A review of human sensory dynamics for application to models of driver steering and speed control.
Nash CJ, Cole DJ, Bigler RS., Biol Cybern 110(2-3), 2016
PMID: 27086133

Perceptual learning shapes multisensory causal inference via two distinct mechanisms.
McGovern DP, Roudaia E, Newell FN, Roach NW., Sci Rep 6(), 2016
PMID: 27091411

Modular design and development methodology for robotic multi-axis F/M sensors.
Liang QK, Zhang D, Coppola G, Wu WN, Zou KL, Wang YN, Sun W, Ge YJ, Ge Y., Sci Rep 6(), 2016
PMID: 27101924

Perceptual drifts of real and artificial limbs in the rubber hand illusion.
Fuchs X, Riemer M, Diers M, Flor H, Trojan J., Sci Rep 6(), 2016
PMID: 27103059

The Influence of Prior Knowledge on Perception and Action: Relationships to Autistic Traits.
Buckingham G, Michelakakis EE, Rajendran G., J Autism Dev Disord 46(5), 2016
PMID: 26820631

Signatures of a Statistical Computation in the Human Sense of Confidence.
Sanders JI, Hangya B, Kepecs A., Neuron 90(3), 2016
PMID: 27151640

The need for speed: global optic flow speed influences steering.
Kountouriotis GK, Mole CD, Merat N, Wilkie RM., R Soc Open Sci 3(5), 2016
PMID: 27293789

Pantomime-Grasping: Advance Knowledge of Haptic Feedback Availability Supports an Absolute Visuo-Haptic Calibration.
Davarpanah Jazi S, Heath M., Front Hum Neurosci 10(), 2016
PMID: 27199718

A detailed comparison of optimality and simplicity in perceptual decision making.
Shen S, Ma WJ., Psychol Rev 123(4), 2016
PMID: 27177259

Recovering stereo vision by squashing virtual bugs in a virtual reality environment.
Vedamurthy I, Knill DC, Huang SJ, Yung A, Ding J, Kwon OS, Bavelier D, Levi DM., Philos Trans R Soc Lond B Biol Sci 371(1697), 2016
PMID: 27269607

Steering intermediate courses: desert ants combine information from various navigational routines.
Wehner R, Hoinville T, Cruse H, Cheng K., J Comp Physiol A Neuroethol Sens Neural Behav Physiol 202(7), 2016
PMID: 27259296

Correlation detection as a general mechanism for multisensory integration.
Parise CV, Ernst MO., Nat Commun 7(), 2016
PMID: 27265526

Intra-Auditory Integration Improves Motor Performance and Synergy in an Accurate Multi-Finger Pressing Task.
Koh K, Kwon HJ, Park YS, Kiemel T, Miller RH, Kim YH, Shin JH, Shim JK., Front Hum Neurosci 10(), 2016
PMID: 27375457

Quantifying lip-read-induced suppression and facilitation of the auditory N1 and P2 reveals peak enhancements and delays.
Baart M., Psychophysiology 53(9), 2016
PMID: 27295181

Cross-modal object recognition and dynamic weighting of sensory inputs in a fish.
Schumacher S, Burt de Perera T, Thenert J, von der Emde G., Proc Natl Acad Sci U S A 113(27), 2016
PMID: 27313211

The perceptual and social components of metacognition.
Pescetelli N, Rees G, Bahrami B., J Exp Psychol Gen 145(8), 2016
PMID: 27454040

Can Bayesian Theories of Autism Spectrum Disorder Help Improve Clinical Practice?
Haker H, Schneebeli M, Stephan KE., Front Psychiatry 7(), 2016
PMID: 27378955

A simple approach to ignoring irrelevant variables by population decoding based on multisensory neurons.
Kim HR, Pitkow X, Angelaki DE, DeAngelis GC., J Neurophysiol 116(3), 2016
PMID: 27334948

Neural mechanisms of selective attention in the somatosensory system.
Gomez-Ramirez M, Hysaj K, Niebur E., J Neurophysiol 116(3), 2016
PMID: 27334956

Adaptive tuning functions arise from visual observation of past movement.
Howard IS, Franklin DW., Sci Rep 6(), 2016
PMID: 27341163

Central tendency effects in time interval reproduction in autism.
Karaminis T, Cicchini GM, Neil L, Cappagli G, Aagten-Murphy D, Burr D, Pellicano E., Sci Rep 6(), 2016
PMID: 27349722

Visual capture of a stereo sound: Interactions between cue reliability, sound localization variability, and cross-modal bias.
Montagne C, Zhou Y., J Acoust Soc Am 140(1), 2016
PMID: 27475171

How vision and self-motion combine or compete during path reproduction changes with age.
Petrini K, Caradonna A, Foster C, Burgess N, Nardini M., Sci Rep 6(), 2016
PMID: 27381183

Presaccadic motion integration between current and future retinotopic locations of attended objects.
Szinte M, Jonikaitis D, Rolfs M, Cavanagh P, Deubel H., J Neurophysiol 116(4), 2016
PMID: 27385792

Optimal visuotactile integration for velocity discrimination of self-hand movements.
Chancel M, Blanchard C, Guerraz M, Montagnini A, Kavounoudias A., J Neurophysiol 116(3), 2016
PMID: 27385802

Uncertainty leads to persistent effects on reach representations in dorsal premotor cortex.
Dekleva BM, Ramkumar P, Wanda PA, Kording KP, Miller LE., Elife 5(), 2016
PMID: 27420609

The Sapir-Whorf Hypothesis and Probabilistic Inference: Evidence from the Domain of Color.
Cibelli E, Xu Y, Austerweil JL, Griffiths TL, Regier T., PLoS One 11(7), 2016
PMID: 27434643

Integrating force and position: testing model predictions.
van Beek FE, Bergmann Tiest WM, Kappers AM, Baud-Bovy G., Exp Brain Res 234(11), 2016
PMID: 27450079

Can You Hear That Peak? Utilization of Auditory and Visual Feedback at Peak Limb Velocity.
Loria T, de Grosbois J, Tremblay L., Res Q Exerc Sport 87(3), 2016
PMID: 27463070

Dynamic Multisensory Integration: Somatosensory Speed Trumps Visual Accuracy during Feedback Control.
Crevecoeur F, Munoz DP, Scott SH., J Neurosci 36(33), 2016
PMID: 27535908

Stimulus-Response Compatibility Effect in the Near-Far Dimension: A Developmental Study.
Richez A, Olivier G, Coello Y., Front Psychol 7(), 2016
PMID: 27547194

A dynamical framework to relate perceptual variability with multisensory information processing.
Thakur B, Mukherjee A, Sen A, Banerjee A., Sci Rep 6(), 2016
PMID: 27502974

Designing sensory-substitution devices: Principles, pitfalls and potential1.
Kristjánsson Á, Moldoveanu A, Jóhannesson ÓI, Balan O, Spagnol S, Valgeirsdóttir VV, Unnthorsson R., Restor Neurol Neurosci 34(5), 2016
PMID: 27567755

Crossmodal binding rivalry: A "race" for integration between unequal sensory inputs.
Kostaki M, Vatakis A., Vision Res 127(), 2016
PMID: 27591367

Spatiotemporal interplay between multisensory excitation and recruited inhibition in the lamprey optic tectum.
Kardamakis AA, Pérez-Fernández J, Grillner S., Elife 5(), 2016
PMID: 27635636

Neural substrate of dynamic Bayesian inference in the cerebral cortex.
Funamizu A, Kuhn B, Doya K., Nat Neurosci 19(12), 2016
PMID: 27643432

Separating Predicted and Perceived Sensory Consequences of Motor Learning.
't Hart BM, Henriques DY., PLoS One 11(9), 2016
PMID: 27658214

Proprioceptive-Visual Integration and Embodied Cognition: A Developmental Perspective.
Manoel Ede J, Viana Felicio PF, Makida-Dionísio C, Nascimento Soares RD, Freitas A, Gimenez R., Percept Mot Skills 123(2), 2016
PMID: 27597780

Estimating 3D tilt from local image cues in natural scenes.
Burge J, McCann BC, Geisler WS., J Vis 16(13), 2016
PMID: 27738702

Neural Variability and Sampling-Based Probabilistic Representations in the Visual Cortex.
Orbán G, Berkes P, Fiser J, Lengyel M., Neuron 92(2), 2016
PMID: 27764674

Haptic adaptation to slant: No transfer between exploration modes.
van Dam LC, Plaisier MA, Glowania C, Ernst MO., Sci Rep 6(), 2016
PMID: 27698392

Optimal cue combination and landmark-stability learning in the head direction system.
Jeffery KJ, Page HJ, Stringer SM., J Physiol 594(22), 2016
PMID: 27479741

Illusions of having small or large invisible bodies influence visual perception of object size.
van der Hoort B, Ehrsson HH., Sci Rep 6(), 2016
PMID: 27708344

Bayesian Alternation during Tactile Augmentation.
Goeke CM, Planera S, Finger H, König P., Front Behav Neurosci 10(), 2016
PMID: 27774057

Vestibular implants studied in animal models: clinical and scientific implications.
Lewis RF., J Neurophysiol 116(6), 2016
PMID: 27760820

Neural mechanisms for spatial computation.
Nolan MF., J Physiol 594(22), 2016
PMID: 27870122

Synchronizing to auditory and tactile metronomes: a test of the auditory-motor enhancement hypothesis.
Ammirante P, Patel AD, Russo FA., Psychon Bull Rev 23(6), 2016
PMID: 27246088

Computational Precision of Mental Inference as Critical Source of Human Choice Suboptimality.
Drugowitsch J, Wyart V, Devauchelle AD, Koechlin E., Neuron 92(6), 2016
PMID: 27916454

Spatiotemporal processing of somatosensory stimuli in schizotypy.
Ferri F, Ambrosini E, Costantini M., Sci Rep 6(), 2016
PMID: 27934937

Modeling the Perception of Audiovisual Distance: Bayesian Causal Inference and Other Models.
Mendonça C, Mandelli P, Pulkki V., PLoS One 11(12), 2016
PMID: 27959919

Multivoxel neurofeedback selectively modulates confidence without changing perceptual performance.
Cortese A, Amano K, Koizumi A, Kawato M, Lau H., Nat Commun 7(), 2016
PMID: 27976739

Are Effects of Action on Perception Real? Evidence from Transformed Movements.
Kirsch W, Ullrich B, Kunde W., PLoS One 11(12), 2016
PMID: 27977726

The Hamiltonian Brain: Efficient Probabilistic Inference with Excitatory-Inhibitory Neural Circuit Dynamics.
Aitchison L, Lengyel M., PLoS Comput Biol 12(12), 2016
PMID: 28027294

Human Inferences about Sequences: A Minimal Transition Probability Model.
Meyniel F, Maheu M, Dehaene S., PLoS Comput Biol 12(12), 2016
PMID: 28030543

Flexibility and Stability in Sensory Processing Revealed Using Visual-to-Auditory Sensory Substitution.
Hertz U, Amedi A., Cereb Cortex 25(8), 2015
PMID: 24518756

A perspective on multisensory integration and rapid perturbation responses.
Cluff T, Crevecoeur F, Scott SH., Vision Res 110(pt b), 2015
PMID: 25014401

The influence of visual target information on the online control of movements.
Sarlegna FR, Mutha PK., Vision Res 110(pt b), 2015
PMID: 25038472

Patient DF's visual brain in action: Visual feedforward control in visual form agnosia.
Whitwell RL, Milner AD, Cavina-Pratesi C, Barat M, Goodale MA., Vision Res 110(pt b), 2015
PMID: 25199609

Variations on a theme: Songbirds, variability, and sensorimotor error correction.
Kuebrich BD, Sober SJ., Neuroscience 296(), 2015
PMID: 25305664

Flexibly weighted integration of tactile reference frames.
Badde S, Röder B, Heed T., Neuropsychologia 70(), 2015
PMID: 25447059

Virtual arm's reach influences perceived distances but only after experience reaching.
Linkenauger SA, Bülthoff HH, Mohler BJ., Neuropsychologia 70(), 2015
PMID: 25446965

Optimal visual-vestibular integration under conditions of conflicting intersensory motion profiles.
Butler JS, Campos JL, Bülthoff HH., Exp Brain Res 233(2), 2015
PMID: 25361642

Illusion-related brain activations: a new virtual reality mirror box system for use during functional magnetic resonance imaging.
Diers M, Kamping S, Kirsch P, Rance M, Bekrater-Bodmann R, Foell J, Trojan J, Fuchs X, Bach F, Maaß H, Cakmak H, Flor H., Brain Res 1594(), 2015
PMID: 25446453

A learning-based approach to artificial sensory feedback leads to optimal integration.
Dadarlat MC, O'Doherty JE, Sabes PN., Nat Neurosci 18(1), 2015
PMID: 25420067

Do humans make good decisions?
Summerfield C, Tsetsos K., Trends Cogn Sci 19(1), 2015
PMID: 25488076

Inference of perceptual priors from path dynamics of passive self-motion.
Prsa M, Jimenez-Rezende D, Blanke O., J Neurophysiol 113(5), 2015
PMID: 25505114

Visuomotor adaptation to a visual rotation is gravity dependent.
Toma S, Sciutti A, Papaxanthis C, Pozzo T., J Neurophysiol 113(6), 2015
PMID: 25505105

Space-time interdependence: evidence against asymmetric mapping between time and space.
Cai ZG, Connell L., Cognition 136(), 2015
PMID: 25506776

Sonification and haptic feedback in addition to visual feedback enhances complex motor task learning.
Sigrist R, Rauter G, Marchal-Crespo L, Riener R, Wolf P., Exp Brain Res 233(3), 2015
PMID: 25511166

Deconstructing multisensory enhancement in detection.
Pannunzi M, Pérez-Bellido A, Pereda-Baños A, López-Moliner J, Deco G, Soto-Faraco S., J Neurophysiol 113(6), 2015
PMID: 25520431

Inferring action structure and causal relationships in continuous sequences of human action.
Buchsbaum D, Griffiths TL, Plunkett D, Gopnik A, Baldwin D., Cogn Psychol 76(), 2015
PMID: 25527974

A method to study precision grip control in viscoelastic force fields using a robotic gripper.
Lambercy O, Metzger JC, Santello M, Gassert R., IEEE Trans Biomed Eng 62(1), 2015
PMID: 25014953

Guidance of movements by prior experience: a Bayesian account of reach performance.
Rhodes D, Woodgate PJ., J Neurosci 35(2), 2015
PMID: 25589739

Neural mechanisms for integrating prior knowledge and likelihood in value-based probabilistic inference.
Ting CC, Yu CC, Maloney LT, Wu SW., J Neurosci 35(4), 2015
PMID: 25632152

Spatial integration of optic flow information in direction of heading judgments.
Issen L, Huxlin KR, Knill D., J Vis 15(6), 2015
PMID: 26024461

Age-related changes in auditory and visual interactions in temporal rate perception.
Brooks CJ, Anderson AJ, Roach NW, McGraw PV, McKendrick AM., J Vis 15(16), 2015
PMID: 26624937

Head Tracking of Auditory, Visual, and Audio-Visual Targets.
Leung J, Wei V, Burgess M, Carlile S., Front Neurosci 9(), 2015
PMID: 26778952

Effects of Reliability and Global Context on Explicit and Implicit Measures of Sensed Hand Position in Cursor-Control Tasks.
Rand MK, Heuer H., Front Psychol 6(), 2015
PMID: 26793162

Human skin wetness perception: psychophysical and neurophysiological bases.
Filingeri D, Havenith G., Temperature (Austin) 2(1), 2015
PMID: 27227008

Integration of retinal and extraretinal information across eye movements.
Ostendorf F, Dolan RJ., PLoS One 10(1), 2015
PMID: 25602956

Vestibular contributions to a right-hemisphere network for bodily awareness: combining galvanic vestibular stimulation and the "Rubber Hand Illusion".
Ferrè ER, Berlot E, Haggard P., Neuropsychologia 69(), 2015
PMID: 25619847

On the bimanual integration of proprioceptive information.
Kuehn E, De Havas J, Silkoset E, Gomi H, Haggard P., Exp Brain Res 233(4), 2015
PMID: 25618007

Quantitative orientation preference and susceptibility to space motion sickness simulated in a virtual reality environment.
Chen W, Chao JG, Chen XW, Wang JK, Tan C., Brain Res Bull 113(), 2015
PMID: 25647233

Should drivers be operating within an automation-free bandwidth? Evaluating haptic steering support systems with different levels of authority.
Petermeijer SM, Abbink DA, de Winter JC., Hum Factors 57(1), 2015
PMID: 25790567

Extending peripersonal space representation without tool-use: evidence from a combined behavioral-computational approach.
Serino A, Canzoneri E, Marzolla M, di Pellegrino G, Magosso E., Front Behav Neurosci 9(), 2015
PMID: 25698947

On the combination of two visual cognition systems using combinatorial fusion.
Batallones A, Sanchez K, Mott B, Coffran C, Frank Hsu D., Brain Inform 2(1), 2015
PMID: 27747501

A neural implementation of Wald's sequential probability ratio test.
Kira S, Yang T, Shadlen MN., Neuron 85(4), 2015
PMID: 25661183

A Bayesian perspective on sensory and cognitive integration in pain perception and placebo analgesia.
Anchisi D, Zanon M., PLoS One 10(2), 2015
PMID: 25664586

Causal manipulation of functional connectivity in a specific neural pathway during behaviour and at rest.
Johnen VM, Neubert FX, Buch ER, Verhagen L, O'Reilly JX, Mars RB, Rushworth MF., Elife 4(), 2015
PMID: 25664941

Coincidence avoidance principle in surface haptic interpretation.
Manuel SG, Klatzky RL, Peshkin MA, Colgate JE., Proc Natl Acad Sci U S A 112(8), 2015
PMID: 25675477

Multisensory integration and child neurodevelopment.
Dionne-Dostie E, Paquette N, Lassonde M, Gallagher A., Brain Sci 5(1), 2015
PMID: 25679116

Network activity underlying the illusory self-attribution of a dummy arm.
Limanowski J, Blankenburg F., Hum Brain Mapp 36(6), 2015
PMID: 25708317

Cortical hierarchies perform Bayesian causal inference in multisensory perception.
Rohe T, Noppeney U., PLoS Biol 13(2), 2015
PMID: 25710328

Multisensory causal inference in the brain.
Kayser C, Shams L., PLoS Biol 13(2), 2015
PMID: 25710476

The effect of force feedback delay on stiffness perception and grip force modulation during tool-mediated interaction with elastic force fields.
Leib R, Karniel A, Nisky I., J Neurophysiol 113(9), 2015
PMID: 25717155

A spatially collocated sound thrusts a flash into awareness.
Aller M, Giani A, Conrad V, Watanabe M, Noppeney U., Front Integr Neurosci 9(), 2015
PMID: 25774126

Development of auditory selective attention: why children struggle to hear in noisy environments.
Jones PR, Moore DR, Amitay S., Dev Psychol 51(3), 2015
PMID: 25706591

Multisensory decisions provide support for probabilistic number representations.
Kanitscheider I, Brown A, Pouget A, Churchland AK., J Neurophysiol 113(10), 2015
PMID: 25744886

Allocentric coding: spatial range and combination rules.
Camors D, Jouffrais C, Cottereau BR, Durand JB., Vision Res 109(pt a), 2015
PMID: 25749676

Untangling visual and proprioceptive contributions to hand localisation over time.
Bellan V, Gilpin HR, Stanton TR, Newport R, Gallace A, Moseley GL., Exp Brain Res 233(6), 2015
PMID: 25757958

Using psychophysics to ask if the brain samples or maximizes.
Acuna DE, Berniker M, Fernandes HL, Kording KP., J Vis 15(3), 2015
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Integration trumps selection in object recognition.
Saarela TP, Landy MS., Curr Biol 25(7), 2015
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Over my fake body: body ownership illusions for studying the multisensory basis of own-body perception.
Kilteni K, Maselli A, Kording KP, Slater M., Front Hum Neurosci 9(), 2015
PMID: 25852524

Predictive coding and multisensory integration: an attentional account of the multisensory mind.
Talsma D., Front Integr Neurosci 9(), 2015
PMID: 25859192

Evaluating the inverse reasoning account of object discovery.
Carroll CD, Kemp C., Cognition 139(), 2015
PMID: 25824861

Robust speech perception: recognize the familiar, generalize to the similar, and adapt to the novel.
Kleinschmidt DF, Jaeger TF., Psychol Rev 122(2), 2015
PMID: 25844873

Tactile remapping: from coordinate transformation to integration in sensorimotor processing.
Heed T, Buchholz VN, Engel AK, Röder B., Trends Cogn Sci 19(5), 2015
PMID: 25843541

A Bayesian perspective on magnitude estimation.
Petzschner FH, Glasauer S, Stephan KE., Trends Cogn Sci 19(5), 2015
PMID: 25843543

Exploratory movement generates higher-order information that is sufficient for accurate perception of scaled egocentric distance.
Mantel B, Stoffregen TA, Campbell A, Bardy BG., PLoS One 10(4), 2015
PMID: 25856410

Multisensory interactions between vestibular, visual and somatosensory signals.
Ferrè ER, Walther LE, Haggard P., PLoS One 10(4), 2015
PMID: 25875819

Pantomime-grasping: the 'return' of haptic feedback supports the absolute specification of object size.
Davarpanah Jazi S, Yau M, Westwood DA, Heath M., Exp Brain Res 233(7), 2015
PMID: 25869741

Vection and visually induced motion sickness: how are they related?
Keshavarz B, Riecke BE, Hettinger LJ, Campos JL., Front Psychol 6(), 2015
PMID: 25941509

Spiking neuron network Helmholtz machine.
Sountsov P, Miller P., Front Comput Neurosci 9(), 2015
PMID: 25954191

An anatomical and psychophysical comparison of subjective verticals in patients with right brain damage.
Rousseaux M, Braem B, Honoré J, Saj A., Cortex 69(), 2015
PMID: 25989442

Why do movements drift in the dark? Passive versus active mechanisms of error accumulation.
Cameron BD, de la Malla C, López-Moliner J., J Neurophysiol 114(1), 2015
PMID: 25925317

Simultaneous learning and filtering without delusions: a Bayes-optimal combination of Predictive Inference and Adaptive Filtering.
Kneissler J, Drugowitsch J, Friston K, Butz MV., Front Comput Neurosci 9(), 2015
PMID: 25983690

Long-distance communication facilitates cooperation among wild spotted hyaenas, Crocuta crocuta.
Gersick AS, Cheney DL, Schneider JM, Seyfarth RM, Holekamp KE., Anim Behav 103(), 2015
PMID: 25908882

The early maximum likelihood estimation model of audiovisual integration in speech perception.
Andersen TS., J Acoust Soc Am 137(5), 2015
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Forced fusion in multisensory heading estimation.
de Winkel KN, Katliar M, Bülthoff HH., PLoS One 10(5), 2015
PMID: 25938235

Self-motion perception in autism is compromised by visual noise but integrated optimally across multiple senses.
Zaidel A, Goin-Kochel RP, Angelaki DE., Proc Natl Acad Sci U S A 112(20), 2015
PMID: 25941373

How you get there from here: interaction of visual landmarks and path integration in human navigation.
Zhao M, Warren WH., Psychol Sci 26(6), 2015
PMID: 25944773

Attention to sound improves auditory reliability in audio-tactile spatial optimal integration.
Vercillo T, Gori M., Front Integr Neurosci 9(), 2015
PMID: 25999825

Audiovisual integration of emotional signals from others' social interactions.
Piwek L, Pollick F, Petrini K., Front Psychol 9(), 2015
PMID: 26005430

Crossmodal integration improves sensory detection thresholds in the ferret.
Hollensteiner KJ, Pieper F, Engler G, König P, Engel AK., PLoS One 10(5), 2015
PMID: 25970327

Whole brain mapping of visual and tactile convergence in the macaque monkey.
Guipponi O, Cléry J, Odouard S, Wardak C, Ben Hamed S., Neuroimage 117(), 2015
PMID: 25988226

Using visual cues to enhance haptic feedback for palpation on virtual model of soft tissue.
Li M, Konstantinova J, Secco EL, Jiang A, Liu H, Nanayakkara T, Seneviratne LD, Dasgupta P, Althoefer K, Wurdemann HA., Med Biol Eng Comput 53(11), 2015
PMID: 26018755

The role of tactile sensation in online and offline hierarchical control of multi-finger force synergy.
Koh K, Kwon HJ, Yoon BC, Cho Y, Shin JH, Hahn JO, Miller RH, Kim YH, Shim JK., Exp Brain Res 233(9), 2015
PMID: 26019011

Environmental stability modulates the role of path integration in human navigation.
Zhao M, Warren WH., Cognition 142(), 2015
PMID: 26026422

Signal Integration in Human Visual Speed Perception.
Jogan M, Stocker AA., J Neurosci 35(25), 2015
PMID: 26109661

Task-dependent calibration of auditory spatial perception through environmental visual observation.
Tonelli A, Brayda L, Gori M., Front Syst Neurosci 9(), 2015
PMID: 26082692

How our body influences our perception of the world.
Harris LR, Carnevale MJ, D'Amour S, Fraser LE, Harrar V, Hoover AE, Mander C, Pritchett LM., Front Psychol 6(), 2015
PMID: 26124739

Melodic sound enhances visual awareness of congruent musical notes, but only if you can read music.
Lee M, Blake R, Kim S, Kim CY., Proc Natl Acad Sci U S A 112(27), 2015
PMID: 26077907

The evolution and devolution of cognitive control: The costs of deliberation in a competitive world.
Tomlin D, Rand DG, Ludvig EA, Cohen JD., Sci Rep 5(), 2015
PMID: 26078086

Enhanced visual dominance in far space.
Yue Z, Jiang Y, Li Y, Wang P, Chen Q., Exp Brain Res 233(10), 2015
PMID: 26080757

The role of tactile afference in shaping motor behaviour and implications for prosthetic innovation.
Ackerley R, Kavounoudias A., Neuropsychologia 79(pt b), 2015
PMID: 26102191

Early, but not late visual distractors affect movement synchronization to a temporal-spatial visual cue.
Booth AJ, Elliott MT., Front Psychol 6(), 2015
PMID: 26157412

Evidence for Optimal Integration of Visual Feature Representations across Saccades.
Oostwoud Wijdenes L, Marshall L, Bays PM., J Neurosci 35(28), 2015
PMID: 26180191

Impact of hand and object colors on object temperature perception.
Ho HN, Iwai D, Yoshikawa Y, Watanabe J, Nishida S., Temperature (Austin) 2(3), 2015
PMID: 27227047

Interactions between dorsal and ventral streams for controlling skilled grasp.
van Polanen V, Davare M., Neuropsychologia 79(pt b), 2015
PMID: 26169317

Rendered and Characterized Closed-Loop Accuracy of Impedance-Type Haptic Displays.
Colonnese N, Siu AF, Abbott CM, Okamura AM., IEEE Trans Haptics 8(4), 2015
PMID: 26208363

The role of agency for perceived ownership in the virtual hand illusion.
Ma K, Hommel B., Conscious Cogn 36(), 2015
PMID: 26196450

Multisensory distortions of the hand have differential effects on tactile perception.
Treshi-marie Perera A, Newport R, McKenzie KJ., Exp Brain Res 233(11), 2015
PMID: 26195170

SoftAR: visually manipulating haptic softness perception in spatial augmented reality.
Punpongsanon P, Iwai D, Sato K., IEEE Trans Vis Comput Graph 21(11), 2015
PMID: 26340774

Hearing Where the Eyes See: Children Use an Irrelevant Visual Cue When Localizing Sounds.
Petrini K, Jones PR, Smith L, Nardini M., Child Dev 86(5), 2015
PMID: 26228618

Low attention impairs optimal incorporation of prior knowledge in perceptual decisions.
Morales J, Solovey G, Maniscalco B, Rahnev D, de Lange FP, Lau H., Atten Percept Psychophys 77(6), 2015
PMID: 25836765

Making meaning from sensory cues: a qualitative investigation of postgraduate learning in the operating room.
Cope AC, Mavroveli S, Bezemer J, Hanna GB, Kneebone R., Acad Med 90(8), 2015
PMID: 25922919

Crossmodal enhancement in the LOC for visuohaptic object recognition over development.
Jao RJ, James TW, James KH., Neuropsychologia 77(), 2015
PMID: 26272239

Duration estimates within a modality are integrated sub-optimally.
Cai MB, Eagleman DM., Front Psychol 6(), 2015
PMID: 26321965

Structure Learning in Bayesian Sensorimotor Integration.
Genewein T, Hez E, Razzaghpanah Z, Braun DA., PLoS Comput Biol 11(8), 2015
PMID: 26305797

The influence of embodiment on multisensory integration using the mirror box illusion.
Medina J, Khurana P, Coslett HB., Conscious Cogn 37(), 2015
PMID: 26320868

Integration of Semi-Circular Canal and Otolith Cues for Direction Discrimination during Eccentric Rotations.
Soyka F, Bülthoff HH, Barnett-Cowan M., PLoS One 10(8), 2015
PMID: 26322782

Dissecting neural circuits for multisensory integration and crossmodal processing.
Yau JM, DeAngelis GC, Angelaki DE., Philos Trans R Soc Lond B Biol Sci 370(1677), 2015
PMID: 26240418

Women's Preferences for Penis Size: A New Research Method Using Selection among 3D Models.
Prause N, Park J, Leung S, Miller G., PLoS One 10(9), 2015
PMID: 26332467

Processing time of addition or withdrawal of single or combined balance-stabilizing haptic and visual information.
Honeine JL, Crisafulli O, Sozzi S, Schieppati M., J Neurophysiol 114(6), 2015
PMID: 26334013

The Role of Temporal Information in Perisaccadic Mislocalization.
Matziridi M, Brenner E, Smeets JB., PLoS One 10(9), 2015
PMID: 26352603

Absence of modulatory action on haptic height perception with musical pitch.
Geronazzo M, Avanzini F, Grassi M., Front Psychol 6(), 2015
PMID: 26441745

The contributions of vision and haptics to reaching and grasping.
Stone KD, Gonzalez CL., Front Psychol 6(), 2015
PMID: 26441777

The interaction of vision and audition in two-dimensional space.
Godfroy-Cooper M, Sandor PM, Miller JD, Welch RB., Front Neurosci 9(), 2015
PMID: 26441492

Illusory Tactile Motion Perception: An Analog of the Visual Filehne Illusion.
Moscatelli A, Hayward V, Wexler M, Ernst MO., Sci Rep 5(), 2015
PMID: 26412592

The role of vibration in tactile speed perception.
Dallmann CJ, Ernst MO, Moscatelli A., J Neurophysiol 114(6), 2015
PMID: 26424580

Selective visual scaling of time-scale processes facilitates broadband learning of isometric force frequency tracking.
King AC, Newell KM., Atten Percept Psychophys 77(7), 2015
PMID: 26041272

Optimal cue integration in ants.
Wystrach A, Mangan M, Webb B., Proc Biol Sci 282(1816), 2015
PMID: 26400741

Explaining the especially pink elephant.
Pillow JW., Nat Neurosci 18(10), 2015
PMID: 26404720

Informational and Normative Influences in Conformity from a Neurocomputational Perspective.
Toelch U, Dolan RJ., Trends Cogn Sci 19(10), 2015
PMID: 26412096

A Multisensory Network for Olfactory Processing.
Maier JX, Blankenship ML, Li JX, Katz DB., Curr Biol 25(20), 2015
PMID: 26441351

Confidence as Bayesian Probability: From Neural Origins to Behavior.
Meyniel F, Sigman M, Mainen ZF., Neuron 88(1), 2015
PMID: 26447574

Behavioral, Neural, and Computational Principles of Bodily Self-Consciousness.
Blanke O, Slater M, Serino A., Neuron 88(1), 2015
PMID: 26447578

Receipt of reward leads to altered estimation of effort.
Pooresmaeili A, Wannig A, Dolan RJ., Proc Natl Acad Sci U S A 112(43), 2015
PMID: 26460026

Late development of cue integration is linked to sensory fusion in cortex.
Dekker TM, Ban H, van der Velde B, Sereno MI, Welchman AE, Nardini M., Curr Biol 25(21), 2015
PMID: 26480841

Sensory uncertainty decoded from visual cortex predicts behavior.
van Bergen RS, Ma WJ, Pratte MS, Jehee JF., Nat Neurosci 18(12), 2015
PMID: 26502262

Audiovisual Delay as a Novel Cue to Visual Distance.
Jaekl P, Seidlitz J, Harris LR, Tadin D., PLoS One 10(10), 2015
PMID: 26509795

Action-specific influences on perception and postperceptual processes: Present controversies and future directions.
Philbeck JW, Witt JK., Psychol Bull 141(6), 2015
PMID: 26501227

Sensory development: late integration of multiple cues.
Mamassian P., Curr Biol 25(21), 2015
PMID: 26528747

Awareness Is Not a Necessary Characteristic of a Perceptual Effect: Commentary on Firestone (2013).
Witt JK., Perspect Psychol Sci 10(6), 2015
PMID: 26581740

Learning to Estimate Dynamical State with Probabilistic Population Codes.
Makin JG, Dichter BK, Sabes PN., PLoS Comput Biol 11(11), 2015
PMID: 26540152

Perception and Reality: Why a Wholly Empirical Paradigm is Needed to Understand Vision.
Purves D, Morgenstern Y, Wojtach WT., Front Syst Neurosci 9(), 2015
PMID: 26635546

Near-optimal integration of orientation information across saccades.
Ganmor E, Landy MS, Simoncelli EP., J Vis 15(16), 2015
PMID: 26650193

Ventriloquism effect with sound stimuli varying in both azimuth and elevation.
Hendrickx E, Paquier M, Koehl V, Palacino J., J Acoust Soc Am 138(6), 2015
PMID: 26723324

Biases in Visual, Auditory, and Audiovisual Perception of Space.
Odegaard B, Wozny DR, Shams L., PLoS Comput Biol 11(12), 2015
PMID: 26646312

Rate and timing of cortical responses driven by separate sensory channels.
Saal HP, Harvey MA, Bensmaia SJ., Elife 4(), 2015
PMID: 26650354

Design and Calibration of a New 6 DOF Haptic Device.
Qin H, Song A, Liu Y, Jiang G, Zhou B., Sensors (Basel) 15(12), 2015
PMID: 26690449

Spatiotemporal Processing in Crossmodal Interactions for Perception of the External World: A Review.
Hidaka S, Teramoto W, Sugita Y., Front Integr Neurosci 9(), 2015
PMID: 26733827

The Subjective Visual Vertical and the Subjective Haptic Vertical Access Different Gravity Estimates.
Fraser LE, Makooie B, Harris LR., PLoS One 10(12), 2015
PMID: 26716835

Multisensory parietal cortex contributes to visual enhancement of touch in humans: A single-pulse TMS study.
Konen CS, Haggard P., Cereb Cortex 24(2), 2014
PMID: 23118199

Spatial orienting in complex audiovisual environments.
Nardo D, Santangelo V, Macaluso E., Hum Brain Mapp 35(4), 2014
PMID: 23616340

Schizophrenia as a self-disorder due to perceptual incoherence.
Postmes L, Sno HN, Goedhart S, van der Stel J, Heering HD, de Haan L., Schizophr Res 152(1), 2014
PMID: 23973319

The neural underpinnings of an optimal exploitation of social information under uncertainty.
Toelch U, Bach DR, Dolan RJ., Soc Cogn Affect Neurosci 9(11), 2014
PMID: 24194580

Integration of visual and haptic informations in the perception of the vertical in young and old healthy adults and right brain-damaged patients.
Braem B, Honoré J, Rousseaux M, Saj A, Coello Y., Neurophysiol Clin 44(1), 2014
PMID: 24502904

Persistent body image disturbance following recovery from eating disorders.
Eshkevari E, Rieger E, Longo MR, Haggard P, Treasure J., Int J Eat Disord 47(4), 2014
PMID: 24243423

Visuo-proprioceptive interactions during adaptation of the human reach.
Judkins T, Scheidt RA., J Neurophysiol 111(4), 2014
PMID: 24259549

Models and processes of multisensory cue combination.
Seilheimer RL, Rosenberg A, Angelaki DE., Curr Opin Neurobiol 25(), 2014
PMID: 24709599

A model of the temporal dynamics of multisensory enhancement.
Rowland BA, Stein BE., Neurosci Biobehav Rev 41(), 2014
PMID: 24374382

Haptic feedback enhances rhythmic motor control by reducing variability, not improving convergence rate.
Ankarali MM, Tutkun Sen H, De A, Okamura AM, Cowan NJ., J Neurophysiol 111(6), 2014
PMID: 24371296

Visual and vestibular perceptual thresholds each demonstrate better precision at specific frequencies and also exhibit optimal integration.
Karmali F, Lim K, Merfeld DM., J Neurophysiol 111(12), 2014
PMID: 24371292

Bimanual proprioception: are two hands better than one?
Wong JD, Wilson ET, Kistemaker DA, Gribble PL., J Neurophysiol 111(6), 2014
PMID: 24381030

The effect of blur on the perception of up.
Harris LR, Jenkin M., Optom Vis Sci 91(1), 2014
PMID: 24162897

Multimodal integration of time.
Bausenhart KM, de la Rosa MD, Ulrich R., Exp Psychol 61(4), 2014
PMID: 24351985

Exploring the role of the amplitude envelope in duration estimation.
Vallet GT, Shore DI, Schutz M., Perception 43(7), 2014
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The Butcher's Tongue Illusion.
Michel C, Velasco C, Salgado-Montejo A, Spence C., Perception 43(8), 2014
PMID: 25549512

An Intersensory Interaction Account of Priming Effects-and Their Absence.
Klatzky RL, Creswell JD., Perspect Psychol Sci 9(1), 2014
PMID: 26173240

To pass or not to pass: more a question of body orientation than visual cues.
Bourrelly A, Vercher JL, Bringoux L., Q J Exp Psychol (Hove) 67(9), 2014
PMID: 24224565

Unmasking the dichoptic mask by sound: spatial congruency matters.
Yang YH, Yeh SL., Exp Brain Res 232(4), 2014
PMID: 24449005

Two is better than one: physical interactions improve motor performance in humans.
Ganesh G, Takagi A, Osu R, Yoshioka T, Kawato M, Burdet E., Sci Rep 4(), 2014
PMID: 24452767

Haptic perception accuracy depending on self-produced movement.
Park C, Kim S., J Sports Sci 32(10), 2014
PMID: 24479565

The influence of intersensory discrepancy on visuo-haptic integration is similar in 6-year-old children and adults.
Jovanovic B, Drewing K., Front Psychol 5(), 2014
PMID: 24523712

A modular theory of multisensory integration for motor control.
Tagliabue M, McIntyre J., Front Comput Neurosci 8(), 2014
PMID: 24550816

Crossmodal interactions in the perception of expressivity in musical performance.
Vuoskoski JK, Thompson MR, Clarke EF, Spence C., Atten Percept Psychophys 76(2), 2014
PMID: 24233641

Costs and benefits of tool-use on the perception of reachable space.
Bourgeois J, Farnè A, Coello Y., Acta Psychol (Amst) 148(), 2014
PMID: 24486811

Again, knowledge of common source fails to promote visual-haptic integration.
Misceo GF, Jackson SV, Perdue JR., Percept Mot Skills 118(1), 2014
PMID: 24724521

The role of differential delays in integrating transient visual and proprioceptive information.
Cameron BD, de la Malla C, López-Moliner J., Front Psychol 5(), 2014
PMID: 24550870

A neurocomputational analysis of the sound-induced flash illusion.
Cuppini C, Magosso E, Bolognini N, Vallar G, Ursino M., Neuroimage 92(), 2014
PMID: 24518261

Effects of augmentative visual training on audio-motor mapping.
Hands GL, Larson E, Stepp CE., Hum Mov Sci 35(), 2014
PMID: 24529925

Visual-haptic integration with pliers and tongs: signal "weights" take account of changes in haptic sensitivity caused by different tools.
Takahashi C, Watt SJ., Front Psychol 5(), 2014
PMID: 24592245

Bayesian integration of position and orientation cues in perception of biological and non-biological forms.
Thurman SM, Lu H., Front Hum Neurosci 8(), 2014
PMID: 24605096

When vision is not an option: children's integration of auditory and haptic information is suboptimal.
Petrini K, Remark A, Smith L, Nardini M., Dev Sci 17(3), 2014
PMID: 24612244

Supra-personal cognitive control and metacognition.
Shea N, Boldt A, Bang D, Yeung N, Heyes C, Frith CD., Trends Cogn Sci 18(4), 2014
PMID: 24582436

Adaptive gain control during human perceptual choice.
Cheadle S, Wyart V, Tsetsos K, Myers N, de Gardelle V, Herce Castañón S, Summerfield C., Neuron 81(6), 2014
PMID: 24656259

Multisensory integration: flexible use of general operations.
van Atteveldt N, Murray MM, Thut G, Schroeder CE., Neuron 81(6), 2014
PMID: 24656248

Relative contribution ratios of skin and proprioceptive sensations in perception of force applied to fingertip.
Matsui K, Okamoto S, Yamada Y., IEEE Trans Haptics 7(1), 2014
PMID: 24845748

The duration of uncertain times: audiovisual information about intervals is integrated in a statistically optimal fashion.
Hartcher-O'Brien J, Di Luca M, Ernst MO., PLoS One 9(3), 2014
PMID: 24594578

Bayesian integration of information in hippocampal place cells.
Madl T, Franklin S, Chen K, Montaldi D, Trappl R., PLoS One 9(3), 2014
PMID: 24603429

Variability in neural activity and behavior.
Renart A, Machens CK., Curr Opin Neurobiol 25(), 2014
PMID: 24632334

Development of interactions between sensorimotor representations in school-aged children.
Kagerer FA, Clark JE., Hum Mov Sci 34(), 2014
PMID: 24636697

Visual target distance, but not visual cursor path length produces shifts in motor behavior.
Wendker N, Sack OS, Sutter C., Front Psychol 5(), 2014
PMID: 24672507

Reliability and relative weighting of visual and nonvisual information for perceiving direction of self-motion during walking.
Saunders JA., J Vis 14(3), 2014
PMID: 24648194

Rubber hand illusion affects joint angle perception.
Butz MV, Kutter EF, Lorenz C., PLoS One 9(3), 2014
PMID: 24671172

Occam's Razor in sensorimotor learning.
Genewein T, Braun DA., Proc Biol Sci 281(1783), 2014
PMID: 24671968

Toward "pseudo-haptic avatars": modifying the visual animation of self-avatar can simulate the perception of weight lifting.
Jáuregui DA, Argelaguet F, Olivier AH, Marchal M, Multon F, Lécuyer A., IEEE Trans Vis Comput Graph 20(4), 2014
PMID: 24650993

Neurocognitive robot-assisted therapy of hand function.
Metzger JC, Lambercy O, Califfi A, Conti FM, Gassert R., IEEE Trans Haptics 7(2), 2014
PMID: 24968378

Visuomotor adaptation in Parkinson's disease: effects of perturbation type and medication state.
Semrau JA, Perlmutter JS, Thoroughman KA., J Neurophysiol 111(12), 2014
PMID: 24694937

Short-term plasticity of visuo-haptic object recognition.
Kassuba T, Klinge C, Hölig C, Röder B, Siebner HR., Front Psychol 5(), 2014
PMID: 24765082

How cognitive aging affects multisensory integration of navigational cues.
Bates SL, Wolbers T., Neurobiol Aging 35(12), 2014
PMID: 24952995

There and back again: putting the vectorial movement planning hypothesis to a critical test.
Kobak EM, Cardoso de Oliveira S., PeerJ 2(), 2014
PMID: 24765576

Stance width changes how sensory feedback is used for multisegmental balance control.
Goodworth AD, Mellodge P, Peterka RJ., J Neurophysiol 112(3), 2014
PMID: 24760788

Joint perceptual decision-making: a case study in explanatory pluralism.
Abney DH, Dale R, Yoshimi J, Kello CT, Tylén K, Fusaroli R., Front Psychol 5(), 2014
PMID: 24795679

Prospective Optimization.
Sejnowski TJ, Poizner H, Lynch G, Gepshtein S, Greenspan RJ., Proc IEEE Inst Electr Electron Eng 102(5), 2014
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Relation between belief and performance in perceptual decision making.
Drugowitsch J, Moreno-Bote R, Pouget A., PLoS One 9(5), 2014
PMID: 24816801

Parallel processing of shape and texture in haptic search.
van Polanen V, Bergmann Tiest WM, Kappers AM., Acta Psychol (Amst) 150(), 2014
PMID: 24816269

Motor-induced visual motion: hand movements driving visual motion perception.
Keetels M, Stekelenburg JJ., Exp Brain Res 232(9), 2014
PMID: 24820287

Multisensory integration in action control.
Sutter C, Drewing K, Müsseler J., Front Psychol 5(), 2014
PMID: 24959154

Combined influence of visual scene and body tilt on arm pointing movements: gravity matters!
Scotto Di Cesare C, Sarlegna FR, Bourdin C, Mestre DR, Bringoux L., PLoS One 9(6), 2014
PMID: 24925371

Optimal multisensory decision-making in a reaction-time task.
Drugowitsch J, DeAngelis GC, Klier EM, Angelaki DE, Pouget A., Elife 3(), 2014
PMID: 24929965

Why wet feels wet? A neurophysiological model of human cutaneous wetness sensitivity.
Filingeri D, Fournet D, Hodder S, Havenith G., J Neurophysiol 112(6), 2014
PMID: 24944222

Model averaging, optimal inference, and habit formation.
FitzGerald TH, Dolan RJ, Friston KJ., Front Hum Neurosci 8(), 2014
PMID: 25018724

Seeing what you want to see: priors for one's own actions represent exaggerated expectations of success.
Wolpe N, Wolpert DM, Rowe JB., Front Behav Neurosci 8(), 2014
PMID: 25018710

Body ownership affects visual perception of object size by rescaling the visual representation of external space.
van der Hoort B, Ehrsson HH., Atten Percept Psychophys 76(5), 2014
PMID: 24806404

Moving in time: Bayesian causal inference explains movement coordination to auditory beats.
Elliott MT, Wing AM, Welchman AE., Proc Biol Sci 281(1786), 2014
PMID: 24850915

Combining colour and temperature: A blue object is more likely to be judged as warm than a red object.
Ho HN, Iwai D, Yoshikawa Y, Watanabe J, Nishida S., Sci Rep 4(), 2014
PMID: 24992559

Visuo-haptic multisensory object recognition, categorization, and representation.
Lacey S, Sathian K., Front Psychol 5(), 2014
PMID: 25101014

Customization, control, and characterization of a commercial haptic device for high-fidelity rendering of weak forces.
Gurari N, Baud-Bovy G., J Neurosci Methods 235(), 2014
PMID: 25043509

Reward maximization justifies the transition from sensory selection at childhood to sensory integration at adulthood.
Daee P, Mirian MS, Ahmadabadi MN., PLoS One 9(7), 2014
PMID: 25058591

Development of multisensory integration from the perspective of the individual neuron.
Stein BE, Stanford TR, Rowland BA., Nat Rev Neurosci 15(8), 2014
PMID: 25158358

Eluding the illusion? Schizophrenia, dopamine and the McGurk effect.
White TP, Wigton RL, Joyce DW, Bobin T, Ferragamo C, Wasim N, Lisk S, Shergill SS., Front Hum Neurosci 8(), 2014
PMID: 25140138

Haptic discrimination of distance.
van Beek FE, Bergmann Tiest WM, Kappers AM., PLoS One 9(8), 2014
PMID: 25116638

Opposed optimal strategies of weighting somatosensory inputs for planning reaching movements toward visual and proprioceptive targets.
Blouin J, Saradjian AH, Lebar N, Guillaume A, Mouchnino L., J Neurophysiol 112(9), 2014
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Human vision is attuned to the diffuseness of natural light.
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The senses of force and heaviness at the human elbow joint.
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Adaptive space warping to enhance passive haptics in an arthroscopy surgical simulator.
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Reducing bias in auditory duration reproduction by integrating the reproduced signal.
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Learning multisensory integration and coordinate transformation via density estimation.
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Reverse correlation reveals how observers sample visual information when estimating three-dimensional shape.
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Isolating shape from semantics in haptic-visual priming.
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Seeing and hearing a word: combining eye and ear is more efficient than combining the parts of a word.
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Cross-modal sensory integration of visual-tactile motion information: instrument design and human psychophysics.
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Bridging the gap between theories of sensory cue integration and the physiology of multisensory neurons.
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Keep your head on straight: facilitating sensori-motor transformations for eye-hand coordination.
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Modelling human visual navigation using multi-view scene reconstruction.
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Mental imagery changes multisensory perception.
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Gaze direction affects linear self-motion heading discrimination in humans.
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Optimal multimodal integration in spatial localization.
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The effect of model uncertainty on cooperation in sensorimotor interactions.
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Probabilistic brains: knowns and unknowns.
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The situated HKB model: how sensorimotor spatial coupling can alter oscillatory brain dynamics.
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Looking at the ventriloquist: visual outcome of eye movements calibrates sound localization.
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Evaluating the robustness of repeated measures analyses: the case of small sample sizes and nonnormal data.
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Predictive modeling by the cerebellum improves proprioception.
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Integration of visual and inertial cues in the perception of angular self-motion.
de Winkel KN, Soyka F, Barnett-Cowan M, Bülthoff HH, Groen EL, Werkhoven PJ., Exp Brain Res 231(2), 2013
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Observation of own exploration movements impairs haptic spatial perception.
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Kalman filtering naturally accounts for visually guided and predictive smooth pursuit dynamics.
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Interoceptive inference, emotion, and the embodied self.
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Modular neuron-based body estimation: maintaining consistency over different limbs, modalities, and frames of reference.
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Knowing each random error of our ways, but hardly correcting for it: an instance of optimal performance.
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Is one enough? The case for non-additive influences of visual features on crossmodal Stroop interference.
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Convergent approaches toward the study of multisensory perception.
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The influence of prior experience and expected timing on vibrotactile discrimination.
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Developmental plasticity of spatial hearing following asymmetric hearing loss: context-dependent cue integration and its clinical implications.
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The neural mechanisms of reliability weighted integration of shape information from vision and touch.
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The role of haptic feedback when manipulating nonrigid objects.
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Investigating the mechanisms of visually-evoked tactile sensations.
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Using our brains to develop better policy.
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Can you McGurk yourself? Self-face and self-voice in audiovisual speech.
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Causal links between dorsal medial superior temporal area neurons and multisensory heading perception.
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Listening to numbers affects visual and haptic bisection in healthy individuals and neglect patients.
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The effect of sensory uncertainty due to amblyopia (lazy eye) on the planning and execution of visually-guided 3D reaching movements.
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Combination of texture and color cues in visual segmentation.
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Multisensory decision-making in rats and humans.
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The perception of a face is no more than the sum of its parts.
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Probabilistic models of state estimation predict visuomotor transformations during prism adaptation.
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The origin of the audiovisual bounce inducing effect: a TMS study.
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Testing the limits of optimal integration of visual and proprioceptive information of path trajectory.
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Inferring visuomotor priors for sensorimotor learning.
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What information is necessary for speech categorization? Harnessing variability in the speech signal by integrating cues computed relative to expectations.
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Bayesian models: the structure of the world, uncertainty, behavior, and the brain.
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How soft is that pillow? The perceptual localization of the hand and the haptic assessment of contact rigidity.
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Computing an optimal time window of audiovisual integration in focused attention tasks: illustrated by studies on effect of age and prior knowledge.
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The human prefrontal cortex mediates integration of potential causes behind observed outcomes.
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How haptic size sensations improve distance perception.
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