Peri-personal Space as a Prior in Coupling Visual and Proprioceptive Signals
Open accessAbstract
It has been suggested that the integration of multiple body-related sources of information within the peri-personal space (PPS) scaffolds body ownership. However, a normative computational framework detailing the functional role of PPS is still missing. Here we cast PPS as a visuo-proprioceptive Bayesian inference problem whereby objects we see in our environment are more likely to engender sensations as they come near to the body. We propose that PPS is the reflection of such an increased a priori probability of visuo-proprioceptive coupling that surrounds the body. To test this prediction, we immersed participants in a highly realistic virtual reality (VR) simulation of their right arm and surrounding environment. We asked participants to perform target-directed reaches toward visual, proprioceptive, and visuo-proprioceptive targets while visually displaying their reaching arm (body visible condition) or not (body invisible condition). Reach end-points are analyzed in light of the coupling prior framework, where the extension of PPS is taken to be represented by the spatial dispersion of the coupling prior between visual and proprioceptive estimates of arm location. Results demonstrate that if the body is not visible, the spatial dispersion of the visuo-proprioceptive coupling relaxes, whereas the strength of coupling remains stable. By demonstrating a distance-dependent alteration in visual and proprioceptive localization attractive pull toward one another (stronger pull at small spatial discrepancies) when the body is rendered invisible - an effect that is well accounted for by the visuo-proprioceptive coupling prior - the results suggest that the visible body grounds visuo-proprioceptive coupling preferentially in the near vs. far space.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Automated image analysis, feature recognition, data extraction and deep learning models are everyday reality for the tech giants but have only partially reached precision pathology.
“Automated image analysis, feature recognition, data extraction and deep learning models are everyday reality for the tech giants but have only partially reached precision pathology (51–53).”
From Artificial Intelligence: Present and Future Potential for Solid Organ Transplantation (2022) · cites this paper as [53]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Humans integrate visual and haptic information in a statistically optimal fashion
Ernst, M. O., & Banks, M. S. (2002) · Nature · doi:10.1038/415429a · Cited by 4,844 · see citing works
Rubber hands ‘feel’ touch that eyes see
Botvinick, M., & Cohen, J. (1998) · Nature · doi:10.1038/35784 · Cited by 4,410 · see citing works
The Ventriloquist Effect Results from Near-Optimal Bimodal Integration
Alais, D., & Burr, D. (2004) · Current Biology · doi:10.1016/j.cub.2004.01.029 · Cited by 1,936 · see citing works
Coding of modified body schema during tool use by macaque postcentral neurones
lriki, A., Tanaka, M., & Iwamura, Y. (1996) · NeuroReport · doi:10.1097/00001756-199610020-00010 · Cited by 1,274 · see citing works
Multisensory brain mechanisms of bodily self-consciousness.
Blanke, O. (2012) · Nature Reviews Neuroscience · doi:10.1038/nrn3292 · Cited by 1,147 · see citing works
Causal Inference in Multisensory Perception
Körding, K. P., Beierholm, U., Ma, W. J., Quartz, S., Tenenbaum, J. B., & Shams, L. (2007) · PLoS ONE · doi:10.1371/journal.pone.0000943 · Cited by 1,069 · see citing works
Polymodal Motion Processing in Posterior Parietal and Premotor Cortex
Bremmer, F., Schlack, A., Shah, N. J., Zafiris, O., Kubischik, M., Hoffmann, K.-P., Zilles, K., & Fink, G. R. (2001) · Neuron · doi:10.1016/s0896-6273(01)00198-2 · Cited by 803 · see citing works
Ventral intraparietal area of the macaque: congruent visual and somatic response properties
Duhamel, J.-R., Colby, C. L., & Goldberg, M. E. (1998) · Journal of Neurophysiology · doi:10.1152/jn.1998.79.1.126 · Cited by 789 · see citing works
Integration of Proprioceptive and Visual Position-Information: An Experimentally Supported Model
van Beers, R. J., Sittig, A. C., & Gon, J. J. D. V. D. (1999) · Journal of Neurophysiology · doi:10.1152/jn.1999.81.3.1355 · Cited by 742 · see citing works
Rizzolatti, G., Fadiga, L., Fogassi, L., & Gallese, V. (1997) · Science · doi:10.1126/science.277.5323.190 · Cited by 712 · see citing works
Behavioral, Neural, and Computational Principles of Bodily Self-Consciousness
Blanke, O., Slater, M., & Serino, A. (2015) · Neuron · doi:10.1016/j.neuron.2015.09.029 · Cited by 698 · see citing works
Coding of peripersonal space in inferior premotor cortex (area F4).
Fogassi, L., Gallese, V., Fadiga, L., Luppino, G., Matelli, M., & Rizzolatti, G. (1996) · Journal of Neurophysiology · doi:10.1152/jn.1996.76.1.141 · Cited by 688 · see citing works
Recent development of flow visualization
Aoki, K., & FUJISAWA, N. (2004) · Journal of Visualization · doi:10.1007/bf03181473 · Cited by 651 · see citing works
Parieto-frontal interactions, personal space, and defensive behavior
Graziano, M. S. A., & Cooke, D. F. (2006) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2005.09.011 · Cited by 646 · see citing works
Visuospatial properties of ventral premotor cortex
Graziano, M. S. A., Hu, X. T., & Gross, C. G. (1997) · Journal of Neurophysiology · doi:10.1152/jn.1997.77.5.2268 · Cited by 603 · see citing works
When Feeling Is More Important Than Seeing in Sensorimotor Adaptation
van Beers, R. J., Wolpert, D. M., & Haggard, P. (2002) · Current Biology · doi:10.1016/s0960-9822(02)00836-9 · Cited by 560 · see citing works
Coding the location of the arm by sight
Graziano, M. S. A., Cooke, D. F., & Taylor, C. S. R. (2000) · Science · doi:10.1126/science.290.5497.1782 · Cited by 550 · see citing works
On the other hand: Dummy hands and peripersonal space
Makin, T. R., Holmes, N. P., & Ehrsson, H. H. (2008) · Behavioural Brain Research · doi:10.1016/j.bbr.2008.02.041 · Cited by 530 · see citing works
Parieto-frontal interactions, personal space, and defensive behavior
Graziano, M. S. A., & Cooke, D. F. (2006) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2005.09.009 · Cited by 509 · see citing works
Graziano, M. S. A. (1999) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.96.18.10418 · Cited by 500 · see citing works
Lloyd, D. M. (2007) · Brain and Cognition · doi:10.1016/j.bandc.2006.09.013 · Cited by 440 · see citing works
The precision of proprioceptive position sense
van Beers, R. J., Sittig, A. C., & van der Gon, J. J. D. (1998) · Experimental Brain Research · doi:10.1007/s002210050525 · Cited by 396 · see citing works
Human Body Perception From The Inside Out
(2005) · doi:10.1093/oso/9780195178371.001.0001 · Cited by 339 · see citing works
Learning to integrate arbitrary signals from vision and touch
Ernst, M. O. (2007) · Journal of Vision · doi:10.1167/7.5.7 · Cited by 332 · see citing works
A neuronal representation of the location of nearby sounds
Graziano, M. S. A., Reiss, L. A. J., & Gross, C. G. (1999) · Nature · doi:10.1038/17115 · Cited by 320 · see citing works
Perception of Body Ownership Is Driven by Bayesian Sensory Inference
Samad, M., Chung, A. J., & Shams, L. (2015) · PLOS ONE · doi:10.1371/journal.pone.0117178 · Cited by 315 · see citing works
di Pellegrino, G., Làdavas, E., & Farnè, A. (1997) · Nature · doi:10.1038/41921 · Cited by 299 · see citing works
Creem-Regehr, S. H., Willemsen, P., Gooch, A. A., & Thompson, W. B. (2005) · Perception · doi:10.1068/p5144 · Cited by 298 · see citing works
Multisensory Integration in the Ventral Intraparietal Area of the Macaque Monkey.
Avillac, M., Ben Hamed, S., & Duhamel, J.-R. (2007) · The Journal of Neuroscience · doi:10.1523/jneurosci.2646-06.2007 · Cited by 281 · see citing works
Làdavas, E., di Pellegrino, G., Farnè, A., & Zeloni, G. (1998) · Journal of Cognitive Neuroscience · doi:10.1162/089892998562988 · Cited by 280 · see citing works
Complex movements evoked by microstimulation of the ventral intraparietal area
Cooke, D. F., Taylor, C. S. R., Moore, T., & Graziano, M. S. (2003) · Proceedings of the National Academy of Sciences of the United States of America · doi:10.1073/pnas.1031751100 · Cited by 262 · see citing works
Tool-use reshapes the boundaries of body and peripersonal space representations
Canzoneri, E., Ubaldi, S., Rastelli, V., Finisguerra, A., Bassolino, M., & Serino, A. (2013) · Experimental Brain Research · doi:10.1007/s00221-013-3532-2 · Cited by 257 · see citing works
Trommershäuser, J., Kording, K. P., & Landy, M. (2011) · Oxford University Press eBooks · doi:10.1093/acprof:oso/9780195387247.001.0001 · Cited by 253 · see citing works
Dynamic sounds capture the boundaries of peripersonal space representation in humans
Canzoneri, E., Magosso, E., & Serino, A. (2012) · PLoS ONE · doi:10.1371/journal.pone.0044306 · Cited by 248 · see citing works
Cléry, J. C., Guipponi, O., Wardak, C., & Hamed, S. B. (2015) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2014.10.022 · Cited by 243 · see citing works
de Vignemont, F., & Iannetti, G. D. (2015) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2014.11.018 · Cited by 238 · see citing works
Guterstam, A., Gentile, G., & Ehrsson, H. H. (2013) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_00393 · Cited by 222 · see citing works
Body part-centered and full body-centered peripersonal space representations
Serino, A., Noel, J., Galli, G., Canzoneri, E., Marmaroli, P., Hervé Lissek, A., & Blanke, O. (2015) · Scientific Reports · doi:10.1038/srep18603 · Cited by 217 · see citing works
Depth Perception in Virtual Reality: Distance Estimations in Peri- and Extrapersonal Space
Armbrüster, C., Wolter, M., Kuhlen, T., Spijkers, W., & Fimm, B. (2008) · CyberPsychology & Behavior · doi:10.1089/cpb.2007.9935 · Cited by 206 · see citing works
Spence, C., Pavani, F., Maravita, A., & Holmes, N. (2004) · Journal of Physiology-Paris · doi:10.1016/j.jphysparis.2004.03.008 · Cited by 205 · see citing works
Sensorimotor Integration in the Precentral Gyrus: Polysensory Neurons and Defensive Movements
Cooke, D. F., & Graziano, M. S. A. (2004) · Journal of Neurophysiology · doi:10.1152/jn.00955.2003 · Cited by 204 · see citing works
Grivaz, P., Blanke, O., & Serino, A. (2017) · NeuroImage · doi:10.1016/j.neuroimage.2016.12.052 · Cited by 203 · see citing works
Effects of Stereo Viewing Conditions on Distance Perception in Virtual Environments
Willemsen, P., Gooch, A. A., Thompson, W. B., & Creem-Regehr, S. H. (2008) · PRESENCE Virtual and Augmented Reality · doi:10.1162/pres.17.1.91 · Cited by 202 · see citing works
FMRI adaptation reveals a cortical mechanism for the coding of space near the hand
Brozzoli, C., Gentile, G., Petkova, V. I., & Ehrsson, H. H. (2011) · Journal of Neuroscience · doi:10.1523/jneurosci.1172-11.2011 · Cited by 182 · see citing works
Peripersonal space as the space of the bodily self
Noel, J.-P., Pfeiffer, C., Blanke, O., & Serino, A. (2015) · Cognition · doi:10.1016/j.cognition.2015.07.012 · Cited by 171 · see citing works
Biases in Visual, Auditory, and Audiovisual Perception of Space
Odegaard, B., Wozny, D. R., & Shams, L. B. (2015) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1004649 · Cited by 144 · see citing works
Salomon, R., Noel, J.-P., Łukowska, M., Faivre, N., Metzinger, T., Serino, A., & Blanke, O. (2017) · Cognition · doi:10.1016/j.cognition.2017.05.028 · Cited by 142 · see citing works
Sahm, C. S., Creem-Regehr, S. H., Thompson, W. B., & Willemsen, P. (2005) · ACM Transactions on Applied Perception · doi:10.1145/1048687.1048690 · Cited by 137 · see citing works
Action-specific remapping of peripersonal space
Brozzoli, C., Cardinali, L., Pavani, F., & Farnè, A. (2009) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2009.10.009 · Cited by 136 · see citing works
Full body action remapping of peripersonal space: The case of walking
Noel, J.-P., Grivaz, P., Marmaroli, P., Lissek, H., Blanke, O., & Serino, A. (2015) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2014.08.030 · Cited by 130 · see citing works
Illusory ownership of an invisible body reduces autonomic and subjective social anxiety responses
Guterstam, A., Abdulkarim, Z., & Ehrsson, H. H. (2015) · Scientific Reports · doi:10.1038/srep09831 · Cited by 130 · see citing works
Grasping actions remap peripersonal space
Brozzoli, C., Pavani, F., Urquizar, C., Cardinali, L., & Farnè, A. (2009) · NeuroReport · doi:10.1097/wnr.0b013e32832c0b9b · Cited by 129 · see citing works
Waller, D. A., & Richardson, A. R. (2008) · Journal of Experimental Psychology Applied · doi:10.1037/1076-898x.14.1.61 · Cited by 128 · see citing works
The spatial self in schizophrenia and autism spectrum disorder
Noel, J.-P., Cascio, C. J., Wallace, M. T., & Park, S. (2017) · Schizophrenia Research · doi:10.1016/j.schres.2016.09.021 · Cited by 120 · see citing works
Cléry, J. C., Guipponi, O., Odouard, S., Pinède, S., Wardak, C., & Hamed, S. B. (2017) · Journal of Neuroscience · doi:10.1523/jneurosci.0610-17.2017 · Cited by 107 · see citing works
Preston, C. (2013) · Acta Psychologica · doi:10.1016/j.actpsy.2012.12.005 · Cited by 106 · see citing works
Motor Properties of Peripersonal Space in Humans
Serino, A., Annella, L., & Avenanti, A. (2009) · PLoS ONE · doi:10.1371/journal.pone.0006582 · Cited by 103 · see citing works
Ferri, F., Chiarelli, A. M., Merla, A., Gallese, V., & Costantini, M. (2013) · Proceedings of the Royal Society B: Biological Sciences · doi:10.1098/rspb.2013.1140 · Cited by 93 · see citing works
Combination and Integration in the Perception of Visual-Haptic Compliance Information
Kuschel, M., Luca, M. D., BUSS, M. J., & Klatzky, R. L. (2010) · IEEE Transactions on Haptics · doi:10.1109/toh.2010.9 · Cited by 92 · see citing works
Impact Prediction by Looming Visual Stimuli Enhances Tactile Detection
Cléry, J. C., Guipponi, O., Odouard, S., Wardak, C., & Hamed, S. B. (2015) · Journal of Neuroscience · doi:10.1523/jneurosci.3031-14.2015 · Cited by 90 · see citing works
The wheelchair as a full-body tool extending the peripersonal space
Galli, G., Noel, J., Canzoneri, E., Blanke, O., & Serino, A. (2015) · Frontiers in Psychology · doi:10.3389/fpsyg.2015.00639 · Cited by 87 · see citing works
New Method to Measure End-to-End Delay of Virtual Reality
Luca, M. D. (2010) · PRESENCE Virtual and Augmented Reality · doi:10.1162/pres_a_00023 · Cited by 80 · see citing works
Noel, J., Blanke, O., & Serino, A. (2018) · Annals of the New York Academy of Sciences · doi:10.1111/nyas.13867 · Cited by 79 · see citing works
Bernasconi, F., Noel, J.-P., Park, H. D., Faivre, N., Seeck, M., Spinelli, L., Schaller, K., Blanke, O., & Serino, A. (2018) · Cerebral Cortex · doi:10.1093/cercor/bhy156 · Cited by 77 · see citing works
Serino, A., Noel, J., Mange, R., Canzoneri, E., Pellencin, E., Bello‐Ruiz, J., Bernasconi, F., Blanke, O., & Herbelin, B. (2018) · Frontiers in ICT · doi:10.3389/fict.2017.00031 · Cited by 74 · see citing works
The Onset Time of the Ownership Sensation in the Moving Rubber Hand Illusion
Kalckert, A., & Ehrsson, H. H. (2017) · Frontiers in Psychology · doi:10.3389/fpsyg.2017.00344 · Cited by 67 · see citing works
Multisensory Perception: From Integration to Remapping
Ernst, M. O., & Luca, M. D. (2011) · Oxford University Press eBooks · doi:10.1093/acprof:oso/9780195387247.003.0012 · Cited by 65 · see citing works
What is peripersonal space? An examination of unresolved empirical issues and emerging findings
Hunley, S. B., & Lourenco, S. F. (2018) · WIREs Cognitive Science · doi:10.1002/wcs.1472 · Cited by 59 · see citing works
Redirected Touching: Training and adaptation in warped virtual spaces
Kohli, L., Whitton, M. C., & Brooks, F. P. (2013) · IEEE Symposium on 3D User Interfaces (3DUI) · doi:10.1109/3dui.2013.6550201 · Cited by 58 · see citing works
Magosso, E., Ursino, M., di Pellegrino, G., Làdavas, E., & Serino, A. (2009) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2009.09.037 · Cited by 55 · see citing works
Frontier of Self and Impact Prediction
Cléry, J. C., & Hamed, S. B. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2018.01073 · Cited by 55 · see citing works
Visuotactile Representation of Peripersonal Space: A Neural Network Study
Magosso, E., Zavaglia, M., Serino, A., di Pellegrino, G., & Ursino, M. (2009) · Neural Computation · doi:10.1162/neco.2009.01-08-694 · Cited by 47 · see citing works
Cortical networks for encoding near and far space in the non-human primate
Cléry, J. C., Guipponi, O., Odouard, S., Wardak, C., & Hamed, S. B. (2018) · NeuroImage · doi:10.1016/j.neuroimage.2018.04.036 · Cited by 47 · see citing works
Reaching nearby sources: comparison between real and virtual sound and visual targets
Parseihian, G., Jouffrais, C., & Katz, B. F. G. (2014) · Frontiers in Neuroscience · doi:10.3389/fnins.2014.00269 · Cited by 45 · see citing works
Peripersonal space boundaries around the lower limbs
Stone, K. D., Kandula, M., Keizer, A., & Dijkerman, H. C. (2017) · Experimental Brain Research · doi:10.1007/s00221-017-5115-0 · Cited by 44 · see citing works
Vestibular modulation of peripersonal space boundaries
Pfeiffer, C., Noel, J., Serino, A., & Blanke, O. (2018) · European Journal of Neuroscience · doi:10.1111/ejn.13872 · Cited by 44 · see citing works
Comparing Bayesian models for multisensory cue combination without mandatory integration
Beierholm, U., Shams, L. B., Kording, K. P., & Ma, W. J. (2008) · CaltechAUTHORS (California Institute of Technology) · Cited by 42 · see citing works
Noel, J., Blanke, O., Magosso, E., & Serino, A. (2018) · Journal of Neurophysiology · doi:10.1152/jn.00652.2017 · Cited by 42 · see citing works
Audio-visual sensory deprivation degrades visuo-tactile peri-personal space
Noel, J.-P., Park, H.-D., Pasqualini, I., Lissek, H., Wallace, M., Blanke, O., & Serino, A. (2018) · Consciousness and Cognition · doi:10.1016/j.concog.2018.04.001 · Cited by 42 · see citing works
Self-citationInvisible body illusion modulates interpersonal space
D’Angelo, M., di Pellegrino, G., & Frassinetti, F. (2017) · Scientific Reports · doi:10.1038/s41598-017-01441-9 · Cited by 32 · see citing works
Wallwork, S. B., Talbot, K., Camfferman, D., Moseley, G. L., & Iannetti, G. D. (2016) · Cortex · doi:10.1016/j.cortex.2016.04.009 · Cited by 31 · see citing works
Guterstam, A., Zeberg, H., Özçiftci, V. M., & Ehrsson, H. H. (2016) · Cognition · doi:10.1016/j.cognition.2016.06.004 · Cited by 30 · see citing works
Bernasconi, F., Noel, J., Park, H.-D., et al. (2018) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/249078 · Cited by 15 · see citing works
Self-citationTool use changes the spatial extension of the magnetic touch illusion.
Guterstam, A., Szczotka, J., Zeberg, H., & Ehrsson, H. H. (2018) · Journal of Experimental Psychology General · doi:10.1037/xge0000390 · Cited by 12 · see citing works
(2010) · Neuroreport · doi:10.1097/wnr.0b013e328336acec · Cited by 1 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
User Representations in Human-Computer Interaction
Seinfeld, S., Feuchtner, T., Maselli, A., & Müller, J. (2020) · Human-Computer Interaction · doi:10.1080/07370024.2020.1724790 · Cited by 122 · see citing works
Effect of Avatar Appearance on Detection Thresholds for Remapped Hand Movements
Ogawa, N., Narumi, T., & Hirose, M. (2020) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2020.2964758 · Cited by 84 · see citing works
Artificial Intelligence: Present and Future Potential for Solid Organ Transplantation
Peloso, A., Moeckli, B., Delaune, V., Oldani, G., Andres, A., & Compagnon, P. (2022) · Transplant International · doi:10.3389/ti.2022.10640 · Cited by 67 · see citing works
Perceptual Limits of Visual-Haptic Simultaneity in Virtual Reality Interactions
Luca, M. D., & Mahnan, A. (2019) · IEEE World Haptics Conference (WHC) · doi:10.1109/whc.2019.8816173 · Cited by 58 · see citing works
Metzinger, T. K. (2024) · The MIT Press eBooks · doi:10.7551/mitpress/15196.001.0001 · Cited by 51 · see citing works
Multisensory neural processing: from cue integration to causal inference
French, R. L., & DeAngelis, G. C. (2020) · Current Opinion in Physiology · doi:10.1016/j.cophys.2020.04.004 · Cited by 41 · see citing works
Cognitive, Systems, and Computational Neurosciences of the Self in Motion
Noel, J., & Angelaki, D. E. (2021) · Annual Review of Psychology · doi:10.1146/annurev-psych-021021-103038 · Cited by 41 · see citing works
Noel, J., Bertoni, T., Terrebonne, E., Pellencin, E., Herbelin, B., Cascio, C. J., Blanke, O., Magosso, E., Wallace, M. T., & Serino, A. (2020) · Cerebral Cortex · doi:10.1093/cercor/bhaa103 · Cited by 41 · see citing works
Impact of Information Placement and User Representations in VR on Performance and Embodiment
Seinfeld, S., Feuchtner, T., Pinzek, J., & Müller, J. (2020) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2020.3021342 · Cited by 33 · see citing works
Maggio, M. G., Naro, A., Manuli, A., Maresca, G., Balletta, T., Latella, D., Luca, R. D., & Calabrò, R. S. (2021) · Brain Topography · doi:10.1007/s10548-021-00825-5 · Cited by 33 · see citing works
Noel, J., Chatelle, C., Perdikis, S., Jöhr, J., da Silva, M. L., Ryvlin, P., Marzia De Lucia, E., Millán, J. D. R., Diserens, K., & Serino, A. (2019) · NeuroImage Clinical · doi:10.1016/j.nicl.2019.101940 · Cited by 30 · see citing works
Exploring the Links between Colours and Tastes/Flavours
Spence, C. J., & Levitan, C. (2022) · Journal of Perceptual Imaging · doi:10.2352/j.percept.imaging.2022.5.000408 · Cited by 29 · see citing works
Noel, J., Paredes, R., Terrebonne, E., Feldman, J. I., Woynaroski, T. G., Cascio, C. J., Seriès, P., & Wallace, M. T. (2020) · Biological Psychiatry Cognitive Neuroscience and Neuroimaging · doi:10.1016/j.bpsc.2021.03.013 · Cited by 24 · see citing works
A theory of autism bridging across levels of description
Noel, J., & Angelaki, D. E. (2023) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2023.04.010 · Cited by 26 · see citing works
Interpersonal Motor Interactions Shape Multisensory Representations of the Peripersonal Space
Fanghella, M., Era, V., & Candidi, M. (2021) · Brain Sciences · doi:10.3390/brainsci11020255 · Cited by 22 · see citing works
Testosterone administration in women increases the size of their peripersonal space
Masson, C. J., van der Westhuizen, D., Noel, J., Prévost, A., van Honk, J., Fotopoulou, A., Solms, M., & Serino, A. (2021) · Experimental Brain Research · doi:10.1007/s00221-021-06080-1 · Cited by 22 · see citing works
Fossataro, C., Sebastiano, A. R., Tieri, G., Poles, K., Galigani, M., Pyasik, M. M., Bruno, V., Bertoni, T., & Garbarini, F. (2020) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2020.107540 · Cited by 21 · see citing works
Causal inference during closed-loop navigation: parsing of self- and object-motion
Noel, J., Bill, J., Ding, H., Vastola, J. J., DeAngelis, G. C., Angelaki, D. E., & Drugowitsch, J. (2023) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2022.0344 · Cited by 19 · see citing works
Extending Bayesian Models of the Rubber Hand Illusion
Litwin, P. (2019) · Multisensory Research · doi:10.1163/22134808-20191440 · Cited by 21 · see citing works
Bertoni, T., Magosso, E., & Serino, A. (2020) · European Journal of Neuroscience · doi:10.1111/ejn.14981 · Cited by 19 · see citing works
Motyka, P., & Litwin, P. (2019) · Perception · doi:10.1177/0301006619865189 · Cited by 17 · see citing works
Fossataro, C., Galigani, M., Sebastiano, A. R., Bruno, V., Ronga, I., & Garbarini, F. (2022) · iScience · doi:10.1016/j.isci.2022.105879 · Cited by 14 · see citing works
Hands Ahead in Mind and Motion: Active Inference in Peripersonal Hand Space
Lohmann, J., Belardinelli, A., & Butz, M. V. (2019) · Vision · doi:10.3390/vision3020015 · Cited by 13 · see citing works
Three-Dimensional Assessment of Upper Limb Proprioception via a Wearable Exoskeleton
Galofaro, E., D’Antonio, E., Patanè, F., Casadio, M., & Masia, L. (2021) · Applied Sciences · doi:10.3390/app11062615 · Cited by 13 · see citing works
Paredes, R., Ferri, F., & Seriès, P. (2021) · Schizophrenia Research · doi:10.1016/j.schres.2021.06.026 · Cited by 12 · see citing works
Egocentric value maps of the near-body environment
Bufacchi, R. J., Somervail, R., Fitzpatrick, A. M., Murayama, Y., Logothetis, N. K., Caminiti, R., & Iannetti, G. D. (2025) · Nature Neuroscience · doi:10.1038/s41593-025-01958-7 · Cited by 10 · see citing works
Peri-personal space as an interface for self-environment interaction
Noel, J., Bertoni, T., & Serino, A. (2021) · Oxford University Press eBooks · doi:10.1093/oso/9780198851738.003.0002 · Cited by 6 · see citing works
Paschalidou, S. (2024) · Education Sciences · doi:10.3390/educsci14020203 · Cited by 5 · see citing works
Body-Related Visual Biasing Affects Accuracy of Reaching
Beazley, C., Giannoni, S., & Ionta, S. (2024) · Brain Science · doi:10.3390/brainsci14121270 · Cited by 3 · see citing works
Redirection Detection Thresholds for Avatar Manipulation with Different Body Parts
Watanabe, R., Maekawa, A., Kitazaki, M., Monnai, Y., & İnami, M. (2025) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2025.3549161 · Cited by 2 · see citing works
Reframing neuroergonomics in an evolutionary and active inference context
Corona–Strauss, F. I., Vibell, J. F., Francis, A. L., Lehser, M., Markert, S. M., & Strauß, D. J. (2026) · Frontiers in Neuroergonomics · doi:10.3389/fnrgo.2026.1796721 · Cited by 3 · see citing works
Cognitive Models of Limb Embodiment in Structurally Varying Bodies: A Theoretical Perspective
Bliek, A., Bekrater‐Bodmann, R., & Beckerle, P. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.716976 · Cited by 2 · see citing works
Paredes, R., Grigoraș, V., Ferroni, F., Ardizzi, M., Ferri, F., & Seriès, P. (2026) · Schizophrenia Research · doi:10.1016/j.schres.2026.06.014 · Cited by 1 · see citing works
Dancing with Objects: A Psychological and Neurophysiological Analysis
Boucher, M. (2022) · Leonardo · doi:10.1162/leon_a_02249
(2024) · The MIT Press eBooks · doi:10.7551/mitpress/15196.003.0041
Neuroarchitecture appliquée à l’autisme
Atti, H. (2025) · Encyclopédie médico-chirurgicale. Psychiatrie · doi:10.1016/s0246-1072(24)46197-x
Neuroarchitecture appliquée à l’autisme
Atti, H. (2025) · EMC - Pédopsychiatrie · doi:10.1016/s1633-776x(25)50624-5
Qualities, subjectivity and spatial extension: is there a common factor?
Forti, B. (2026) · Frontiers in Psychology · doi:10.3389/fpsyg.2026.1813385
- Authors
- Noel, J.-P., Samad, M., Doxon, A., Clark, J., Keller, S., & Di Luca, M.
- Affiliations
- Vanderbilt University (US)
- University of California, Los Angeles (US)
- Meta (United States) (US)
- Venue
- Scientific Reports
- Published
- 2018-10-25
- Volume
- 8
- Issue
- 1
- Pages
- 15819-15819
- ISSN
- 2045-2322 (ISSN-L)
- PMC
- PMC6202371
- OpenAlex
- W2896972046
- Cited by
- 39
- References
- 84
- Citations by year
- 2026: 3 · 2025: 4 · 2024: 4 · 2023: 2 · 2022: 5 · 2021: 8 · 2020: 8 · 2019: 5
- FWCI
- 6.87
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Scientific Reports (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, other-oa)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- University of Birmingham Research Portal (University of Birmingham) (submittedVersion, cc-by)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Multisensory perception and integration
- Physical Sciences › Computer Science › Human-Computer Interaction › Virtual Reality Applications and Impacts
- Life Sciences › Neuroscience › Cognitive Neuroscience › Tactile and Sensory Interactions
- Keywords
- peripersonal space, Bayesian inference, body ownership, body visibility, virtual reality, arm reaching, multisensory integration, proprioception, visual localization, spatial dispersion
- MeSH terms
- Adult, Female, Humans, Male, Middle Aged, Models, Theoretical, Personal Space, Proprioception, Visual Perception, Likelihood Functions, Young Adult
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
