The multisensory function of the human primary visual cortex
Open accessAbstract
It has been nearly 10 years since Ghazanfar and Schroeder (2006) proposed that the neocortex is essentially multisensory in nature. However, it is only recently that sufficient and hard evidence that supports this proposal has accrued. We review evidence that activity within the human primary visual cortex plays an active role in multisensory processes and directly impacts behavioural outcome. This evidence emerges from a full pallet of human brain imaging and brain mapping methods with which multisensory processes are quantitatively assessed by taking advantage of particular strengths of each technique as well as advances in signal analyses. Several general conclusions about multisensory processes in primary visual cortex of humans are supported relatively solidly. First, haemodynamic methods (fMRI/PET) show that there is both convergence and integration occurring within primary visual cortex. Second, primary visual cortex is involved in multisensory processes during early post-stimulus stages (as revealed by EEG/ERP/ERFs as well as TMS). Third, multisensory effects in primary visual cortex directly impact behaviour and perception, as revealed by correlational (EEG/ERPs/ERFs) as well as more causal measures (TMS/tACS). While the provocative claim of Ghazanfar and Schroeder (2006) that the whole of neocortex is multisensory in function has yet to be demonstrated, this can now be considered established in the case of the human primary visual cortex.
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The brain can partially restore function with input from other senses.
“The brain is not just a sensory-machine that responds separately to specific stimuli or sensory modalities but rather a complex “task-machine”, that can partially restore function with input from other senses (Maidenbaum et al., 2014a; Murray et al., 2016).”
From Designing sensory-substitution devices: Principles, pitfalls and potential1 (2016) · cites this paper as Murray et al., 2016
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Cites
(1994) · Choice Reviews Online · doi:10.5860/choice.31-4365 · Cited by 1,897 · see citing works
Entrainment of Neuronal Oscillations as a Mechanism of Attentional Selection
Lakatos, P., Karmos, G., Mehta, A. D., Ulbert, I., & Schroeder, C. E. (2008) · Science · doi:10.1126/science.1154735 · Cited by 1,719 · see citing works
Is neocortex essentially multisensory?
GHAZANFAR, A., & SCHROEDER, C. (2006) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2006.04.008 · Cited by 1,463 · see citing works
Shams, L., Kamitani, Y., & Shimojo, S. (2000) · Nature · doi:10.1038/35048669 · Cited by 1,262 · see citing works
Topographic ERP Analyses: A Step-by-Step Tutorial Review
Murray, M. M., Brunet, D., & Michel, C. M. (2008) · Brain Topography · doi:10.1007/s10548-008-0054-5 · Cited by 1,127 · see citing works
Self-citationGiard, M. H., & Peronnet, F. (1999) · Journal of Cognitive Neuroscience · doi:10.1162/089892999563544 · Cited by 1,072 · see citing works
Haxby, J., Horwitz, B., Ungerleider, L. G., Maisog, J. M., Pietrini, P., & Grady, C. (1994) · Journal of Neuroscience · doi:10.1523/jneurosci.14-11-06336.1994 · Cited by 1,065 · see citing works
Cross-modal plasticity: where and how?
Bavelier, D., & Neville, H. J. (2002) · Nature Reviews Neuroscience · doi:10.1038/nrn848 · Cited by 1,040 · see citing works
Selective averaging of rapidly presented individual trials using fMRI
Dale, A. M., & Buckner, R. L. (1997) · Human Brain Mapping · doi:10.1002/(sici)1097-0193(1997)5:5 · Cited by 1,028 · see citing works
Crossmodal Processing in the Human Brain: Insights from Functional Neuroimaging Studies
Calvert, G. A. (2001) · Cerebral Cortex · doi:10.1093/cercor/11.12.1110 · Cited by 1,012 · see citing works
Molholm, S., Ritter, W., Murray, M. M., Javitt, D., Schroeder, C., & Foxe, J. J. (2002) · Brain research. Cognitive brain research · doi:10.1016/s0926-6410(02)00066-6 · Cited by 980 · see citing works
Self-citationPrecuneus shares intrinsic functional architecture in humans and monkeys
Margulies, D. S., Vincent, J. L., Kelly, C., Lohmann, G., Uddin, L. Q., Biswal, B. B., Villringer, A., Castellanos, F. X., Milham, M. P., & Petrides, M. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0905314106 · Cited by 965 · see citing works
Neuronal oscillations and multisensory interaction in primary auditory cortex
Lakatos, P., Chen, C.-M., O'Connell, M. N., Mills, A., & Schroeder, C. E. (2007) · Neuron · doi:10.1016/j.neuron.2006.12.011 · Cited by 961 · see citing works
Pascual-Leone, A. (2000) · Current Opinion in Neurobiology · doi:10.1016/s0959-4388(00)00081-7 · Cited by 923 · see citing works
Functional relevance of cross-modal plasticity in blind humans
Cohen, L. G., Celnik, P., Pascual-Leone, A., Corwell, B., Faiz, L., Dambrosia, J., Honda, M., Sadato, N., Gerloff, C., Catala´, M. D., et al. (1997) · Nature · doi:10.1038/38278 · Cited by 911 · see citing works
Mechanisms underlying selective neuronal tracking of attended speech at a “cocktail party”
Zion Golumbic, E. M., Ding, N., Bickel, S., Lakatos, P., Schevon, C. A., McKhann, G. M., Goodman, R. R., Emerson, R., Mehta, A. D., Simon, J. Z., et al. (2013) · Neuron · doi:10.1016/j.neuron.2012.12.037 · Cited by 909 · see citing works
Anatomical evidence of multimodal integration in primate striate cortex
Falchier, A., Clavagnier, S., Barone, P., & Kennedy, H. (2002) · The Journal of Neuroscience · doi:10.1523/jneurosci.22-13-05749.2002 · Cited by 892 · cited 2× · see citing works
“…processes is based on anatomical evidence for monosynaptic afferents from primary and/or low-level auditory association cortices in monkeys (Falchier et al., 2002, 2009; Rockland and Ojima, 2003; Cappe and Barone, 2005; see also Clarke and Innocenti (1990), Clemo et al. (2008) for evidence…”
BackgroundFast Backprojections from the Motion to the Primary Visual Area Necessary for Visual Awareness
Pascual-Leone, A., & Walsh, V. (2001) · Science · doi:10.1126/science.1057099 · Cited by 761 · see citing works
Towards the utilization of EEG as a brain imaging tool
Michel, C. M., & Murray, M. M. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2011.12.039 · Cited by 741 · see citing works
Self-citationSpatiotemporal Analysis of Multichannel EEG: CARTOOL
Brunet, D., Murray, M. M., & Michel, C. M. (2011) · Computational Intelligence and Neuroscience · doi:10.1155/2011/813870 · Cited by 732 · see citing works
Self-citationRomei, V., Brodbeck, V., Michel, C. M., Amedi, A., Pascual‐Leone, Á., & Thut, G. (2007) · Cerebral Cortex · doi:10.1093/cercor/bhm229 · Cited by 678 · see citing works
Self-citationEarly ‘visual’ cortex activation correlates with superior verbal memory performance in the blind
Amedi, A., Raz, N., Pianka, P., Malach, R., & Zohary, E. (2003) · Nature Neuroscience · doi:10.1038/nn1072 · Cited by 591 · see citing works
Multisensory convergence in calcarine visual areas in macaque monkey
Rockland, K. S., & Ojima, H. (2003) · International Journal of Psychophysiology · doi:10.1016/s0167-8760(03)00121-1 · Cited by 564 · see citing works
Multisensory Integration of Dynamic Faces and Voices in Rhesus Monkey Auditory Cortex
Ghazanfar, A. A., Maier, J. X., Hoffman, K. L., & Logothetis, N. K. (2005) · Journal of Neuroscience · doi:10.1523/jneurosci.0799-05.2005 · Cited by 531 · see citing works
The timing and laminar profile of converging inputs to multisensory areas of the macaque neocortex.
Schroeder, C., & Foxe, J. J. (2002) · Brain research. Cognitive brain research · doi:10.1016/s0926-6410(02)00073-3 · Cited by 444 · see citing works
State-Dependency of Transcranial Magnetic Stimulation
Silvanto, J., & Pascual‐Leone, Á. (2008) · Brain Topography · doi:10.1007/s10548-008-0067-0 · Cited by 424 · see citing works
Individual Differences in Alpha Frequency Drive Crossmodal Illusory Perception
Cecere, R., Rees, G. E., & Romei, V. (2014) · Current Biology · doi:10.1016/j.cub.2014.11.034 · Cited by 418 · see citing works
Self-citationSound-Driven Synaptic Inhibition in Primary Visual Cortex
Iurilli, G., Ghezzi, D., Olcese, U., Lassi, G., Nazzaro, C., Tonini, R., Tucci, V., Benfenati, F., & Medini, P. (2012) · Neuron · doi:10.1016/j.neuron.2011.12.026 · Cited by 408 · see citing works
The Leading Sense: Supramodal Control of Neurophysiological Context by Attention
Lakatos, P., O’Connell, M. N., Barczak, A., Mills, A., Javitt, D. C., & Schroeder, C. E. (2009) · Neuron · doi:10.1016/j.neuron.2009.10.014 · Cited by 381 · see citing works
Multisensory Visual-Auditory Object Recognition in Humans: a High-density Electrical Mapping Study
Molholm, S. (2004) · Cerebral Cortex · doi:10.1093/cercor/bhh007 · Cited by 374 · see citing works
Deactivation of Sensory-Specific Cortex by Cross-Modal Stimuli
Laurienti, P. J., Burdette, J. H., Wallace, M. T., Yen, Y., Field, A. S., & Stein, B. E. (2002) · Journal of Cognitive Neuroscience · doi:10.1162/089892902317361930 · Cited by 367 · see citing works
Henson, R. N., Price, C. J., Rugg, M. D., Turner, R., & Friston, K. J. (2002) · NeuroImage · doi:10.1006/nimg.2001.0940 · Cited by 356 · see citing works
Cappe, C., & Barone, P. (2005) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2005.04462.x · Cited by 353 · see citing works
Sound alters activity in human V1 in association with illusory visual perception
Watkins, S., Shams, L. B., Tanaka, S., Haynes, J., & Rees, G. E. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2006.01.016 · Cited by 336 · see citing works
The new handbook of multisensory processes
Stein, B. E. (2012) · Cited by 334 · see citing works
Teder-Sälejärvi, W. A., McDonald, J. J., Russo, F. D., & Hillyard, S. A. (2002) · Cognitive Brain Research · doi:10.1016/s0926-6410(02)00065-4 · Cited by 328 · see citing works
Critical Period for Cross-Modal Plasticity in Blind Humans: A Functional MRI Study
Sadato, N., Okada, T., Honda, M., & Yonekura, Y. (2002) · NeuroImage · doi:10.1006/nimg.2002.1111 · Cited by 325 · see citing works
Decoding sound and imagery content in early visual cortex
Vetter, P., Smith, F. W., & Muckli, L. (2014) · Current Biology · doi:10.1016/j.cub.2014.04.020 · Cited by 323 · see citing works
Handbook of transcranial magnetic stimulation
Pascual‐Leone, Á. (2002) · Cited by 322 · see citing works
Transcranial Magnetic Stimulation Elicits Coupled Neural and Hemodynamic Consequences
Allen, E. A., Pasley, B. N., Duong, T., & Freeman, R. D. (2007) · Science · doi:10.1126/science.1146426 · Cited by 296 · see citing works
Romei, V., Rihs, T., Brodbeck, V., & Thut, G. (2008) · NeuroReport · doi:10.1097/wnr.0b013e3282f454c4 · Cited by 285 · see citing works
Self-citationMultisensory Interactions within Human Primary Cortices Revealed by BOLD Dynamics
Martuzzi, R., Murray, M. M., Michel, C. M., Thiran, J., Maeder, P. P., Clarke, S., & Meuli, R. A. (2006) · Cerebral Cortex · doi:10.1093/cercor/bhl077 · Cited by 279 · see citing works
Self-citationMultisensory Integration: Flexible Use of General Operations
van Atteveldt, N., Murray, M. M., Thut, G., & Schroeder, C. E. (2014) · Neuron · doi:10.1016/j.neuron.2014.02.044 · Cited by 269 · see citing works
Self-citation(2009) · doi:10.1017/cbo9780511596889 · Cited by 256 · see citing works
Mishra, J., Martı́nez, A., B, T. J. S. A., & Hillyard, S. A. (2007) · Journal of Neuroscience · doi:10.1523/jneurosci.4912-06.2007 · Cited by 255 · see citing works
Clavagnier, S., Falchier, A., & Kennedy, H. (2004) · Cognitive Affective & Behavioral Neuroscience · doi:10.3758/cabn.4.2.117 · Cited by 249 · see citing works
Effect of transcranial magnetic stimulation on single‐unit activity in the cat primary visual cortex
Moliadze, V., Zhao, Y., Eysel, U. T., & Funke, K. (2003) · The Journal of Physiology · doi:10.1113/jphysiol.2003.050153 · Cited by 248 · see citing works
Rapid discrimination of visual and multisensory memories revealed by electrical neuroimaging
Murray, M. M., Michel, C. M., de Peralta, R. G., Ortigue, S., Brunet, D., Andino, S. L. G., & Schnider, A. (2003) · NeuroImage · doi:10.1016/j.neuroimage.2003.09.035 · Cited by 244 · see citing works
Self-citationSounds Reset Rhythms of Visual Cortex and Corresponding Human Visual Perception
Romei, V., Groß, J., & Thut, G. (2012) · Current Biology · doi:10.1016/j.cub.2012.03.025 · Cited by 239 · see citing works
Self-citationIdentifying and Quantifying Multisensory Integration: A Tutorial Review
Stevenson, R. A., Ghose, D., Fister, J. K., Sarko, D. K., Altieri, N. A., Nidiffer, A. R., Kurela, L. R., Siemann, J. K., James, T. W., & Wallace, M. T. (2014) · Brain Topography · doi:10.1007/s10548-014-0365-7 · Cited by 237 · see citing works
Dauguet, J., Peled, S., Berezovskii, V., Delzescaux, T., Warfield, S. K., Born, R., & Westin, C.-F. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2007.04.067 · Cited by 233 · see citing works
Statistical Criteria in fMRI Studies of Multisensory Integration
Beauchamp, M. S. (2005) · Neuroinformatics · doi:10.1385/ni:3:2:093 · Cited by 227 · see citing works
Neural population coding: combining insights from microscopic and mass signals
Panzeri, S., Macke, J. H., Groß, J., & Kayser, C. (2015) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2015.01.002 · Cited by 219 · see citing works
Kawashima, R., O’Sullivan, B., & Roland, P. E. (1995) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.92.13.5969 · Cited by 214 · see citing works
Multisensory anatomical pathways
Cappe, C., Rouiller, E. M., & Barone, P. (2009) · Hearing Research · doi:10.1016/j.heares.2009.04.017 · Cited by 207 · see citing works
Senkowski, D., Saint‐Amour, D., Höfle, M., & Foxe, J. J. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2011.03.075 · Cited by 204 · see citing works
Visual System's View of Acoustic Space
Morrell, F. (1972) · Nature · doi:10.1038/238044a0 · Cited by 195 · see citing works
Laurienti, P. J., Perrault, T. J., Stanford, T. R., Wallace, M. T., & Stein, B. E. (2005) · Experimental Brain Research · doi:10.1007/s00221-005-2370-2 · Cited by 187 · see citing works
Fort, A. (2002) · Cerebral Cortex · doi:10.1093/cercor/12.10.1031 · Cited by 179 · see citing works
Early auditory–visual interactions in human cortex during nonredundant target identification
Fort, A., Delpuech, C., Pernier, J., & Giard, M. (2002) · Cognitive Brain Research · doi:10.1016/s0926-6410(02)00058-7 · Cited by 176 · see citing works
Lewis, R., & Noppeney, U. (2010) · Journal of Neuroscience · doi:10.1523/jneurosci.5745-09.2010 · Cited by 167 · see citing works
Romei, V., Murray, M. M., Merabet, L. B., & Thut, G. (2007) · Journal of Neuroscience · doi:10.1523/jneurosci.2827-07.2007 · Cited by 166 · see citing works
Self-citationRomei, V., Murray, M. M., Cappe, C., & Thut, G. (2009) · Current Biology · doi:10.1016/j.cub.2009.09.027 · Cited by 158 · see citing works
Self-citationRicciardi, E., Bonino, D., Pellegrini, S., & Pietrini, P. (2014) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2013.10.006 · Cited by 154 · see citing works
Noesselt, T., Tyll, S., Boehler, C. N., Budinger, E., Heinze, H., & Driver, J. (2010) · Journal of Neuroscience · doi:10.1523/jneurosci.4524-09.2010 · Cited by 154 · see citing works
Integration of auditory information in the cat's visual cortex
Fishman, M. C., & Michael, C. R. (1973) · Vision Research · doi:10.1016/0042-6989(73)90002-3 · Cited by 154 · see citing works
V1 Activation in Congenitally Blind Humans is Associated with Episodic Retrieval
Raz, N., Amedi, A., & Zohary, E. (2005) · Cerebral Cortex · doi:10.1093/cercor/bhi026 · Cited by 149 · see citing works
Auditory–Visual Multisensory Interactions in Humans: Timing, Topography, Directionality, and Sources
Cappe, C., Thut, G., Romei, V., & Murray, M. M. (2010) · Journal of Neuroscience · doi:10.1523/jneurosci.1099-10.2010 · Cited by 146 · see citing works
Self-citationCortical plasticity and preserved function in early blindness
Renier, L., De Volder, A. G., & Rauschecker, J. P. (2014) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2013.01.025 · Cited by 144 · see citing works
Wang, Y., Celebrini, S., Trotter, Y., & Barone, P. (2008) · BMC Neuroscience · doi:10.1186/1471-2202-9-79 · Cited by 144 · see citing works
Modality-specific selective attention attenuates multisensory integration
Mozolic, J. L., Hugenschmidt, C. E., Peiffer, A. M., & Laurienti, P. J. (2007) · Experimental Brain Research · doi:10.1007/s00221-007-1080-3 · Cited by 142 · see citing works
Mercier, M. R., Foxe, J. J., Fiebelkorn, I. C., Butler, J. S., Schwartz, T. H., & Molholm, S. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.04.060 · Cited by 139 · see citing works
Barth, D. S., Goldberg, N., Brett, B. A., & Di, S. (1995) · Brain Research · doi:10.1016/0006-8993(95)00182-p · Cited by 138 · see citing works
Eckert, M. A., Kamdar, N. V., Chang, C. E., Beckmann, C. F., Greicius, M. D., & Menon, V. (2008) · Human Brain Mapping · doi:10.1002/hbm.20560 · Cited by 138 · see citing works
Activity in human V1 follows multisensory perception
Watkins, S., Shams, L. B., Josephs, O., & Rees, G. E. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2007.05.027 · Cited by 138 · see citing works
A Tutorial on Data-Driven Methods for Statistically Assessing ERP Topographies
Koenig, T. W., Stein, M., Grieder, M., & Kottlow, M. (2013) · Brain Topography · doi:10.1007/s10548-013-0310-1 · Cited by 132 · see citing works
Raij, T., Ahveninen, J., Lin, F., Witzel, T., Jääskeläinen, I. P., Letham, B., Israeli, E. R., Sahyoun, C. P., Vasios, C. E., Stufflebeam, S. M., et al. (2010) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2010.07213.x · Cited by 132 · see citing works
Projection from Visual Areas V2 and Prostriata to Caudal Auditory Cortex in the Monkey
Falchier, A., Schroeder, C. E., Hackett, T. A., Lakatos, P., Nascimento‐Silva, S., Ulbert, I., Karmos, G., & Smiley, J. F. (2009) · Cerebral Cortex · doi:10.1093/cercor/bhp213 · Cited by 130 · see citing works
Vaudano, E., Legg, C. R., & Glickstein, M. (1991) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.1991.tb00818.x · Cited by 124 · see citing works
Diffusion tensor imaging shows white matter tracts between human auditory and visual cortex
Beer, A. L., Plank, T., & Greenlee, M. W. (2011) · Experimental Brain Research · doi:10.1007/s00221-011-2715-y · Cited by 124 · see citing works
Yuval‐Greenberg, S., & Deouell, L. Y. (2007) · Journal of Neuroscience · doi:10.1523/jneurosci.4828-06.2007 · Cited by 122 · see citing works
Selective integration of auditory-visual looming cues by humans
Cappe, C., Thut, G., Romei, V., & Murray, M. M. (2008) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2008.11.003 · Cited by 116 · see citing works
Self-citationNEURONAL CONVERGENCE OF NOXIOUS, ACOUSTIC, AND VISUAL STIMULI IN THE VISUAL CORTEX OF THE CAT
Murata, K., Cramer, H., & Bach‐y‐Rita, P. (1965) · Journal of Neurophysiology · doi:10.1152/jn.1965.28.6.1223 · Cited by 116 · see citing works
Henschke, J. U., Noesselt, T., Scheich, H., & Budinger, E. (2014) · Brain Structure and Function · doi:10.1007/s00429-013-0694-4 · Cited by 114 · see citing works
Intrinsic connectivity of human auditory areas: a tracing study with DiI
Tardif, É., & Clarke, S. (2001) · European Journal of Neuroscience · doi:10.1046/j.0953-816x.2001.01456.x · Cited by 113 · see citing works
Top-down control and early multisensory processes: chicken vs. egg
Meo‐Monteil, R. D., Murray, M. M., Clarke, S., & Matusz, P. J. (2015) · Frontiers in Integrative Neuroscience · doi:10.3389/fnint.2015.00017 · Cited by 107 · see citing works
Self-citationLooming Signals Reveal Synergistic Principles of Multisensory Integration
Cappe, C., Thelen, A., Romei, V., Thut, G., & Murray, M. M. (2012) · The Journal of Neuroscience · doi:10.1523/jneurosci.5517-11.2012 · Cited by 107 · see citing works
Self-citationMultisensory interactions in primate auditory cortex: fMRI and electrophysiology.
Kayser, C., Petkov, C., & Logothetis, N. (2009) · Hearing Research · doi:10.1016/j.heares.2009.02.011 · Cited by 105 · see citing works
Musacchia, G., & Schroeder, C. E. (2009) · Hearing Research · doi:10.1016/j.heares.2009.06.018 · Cited by 104 · see citing works
Auditory specificity in unit recordings from cat's visual cortex
Spinelli, D. N., Starr, A., & Barrett, T. W. (1968) · Experimental Neurology · doi:10.1016/0014-4886(68)90020-4 · Cited by 94 · see citing works
Senkowski, D., Saint‐Amour, D., Kelly, S. P., & Foxe, J. J. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2007.01.053 · Cited by 89 · see citing works
The brain uses single-trial multisensory memories to discriminate without awareness
Murray, M. M., Foxe, J. J., & Wylie, G. R. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2005.04.016 · Cited by 88 · see citing works
Self-citationMulti-modal distraction: Insights from children’s limited attention
Matusz, P. J., Broadbent, H. J., Ferrari, J., Forrest, B., Merkley, R., & Scerif, G. (2014) · Cognition · doi:10.1016/j.cognition.2014.11.031 · Cited by 81 · see citing works
Self-citationVisual Phosphene Perception Modulated by Subthreshold Crossmodal Sensory Stimulation
Ramos-Estébanez, C., Merabet, L. B., Machii, K., Fregni, F., Thut, G., Wagner, T., Romei, V., Amedi, A., & Pascual‐Leone, Á. (2007) · Journal of Neuroscience · doi:10.1523/jneurosci.5468-06.2007 · Cited by 80 · see citing works
Self-citationMultisensory enhancement of attentional capture in visual search
Matusz, P. J., & Eimer, M. (2011) · Psychonomic Bulletin & Review · doi:10.3758/s13423-011-0131-8 · Cited by 78 · see citing works
Self-citationNeural basis of multisensory looming signals
Tyll, S., Bonath, B., Schoenfeld, M. A., Heinze, H.-J., Ohl, F. W., & Noesselt, T. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2012.09.056 · Cited by 75 · see citing works
Besle, J., Fort, A., & Giard, M. (2004) · Cognitive Processing · doi:10.1007/s10339-004-0026-y · Cited by 74 · see citing works
Zangenehpour, S., & Zatorre, R. J. (2009) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2009.10.022 · Cited by 74 · see citing works
Multisensory connections of monkey auditory cerebral cortex
Smiley, J. F., & Falchier, A. (2009) · Hearing Research · doi:10.1016/j.heares.2009.06.019 · Cited by 72 · see citing works
Looming sounds enhance orientation sensitivity for visual stimuli on the same side as such sounds
Leo, F., Romei, V., Freeman, E. D., Làdavas, E., & Driver, J. (2011) · Experimental Brain Research · doi:10.1007/s00221-011-2742-8 · Cited by 70 · see citing works
Self-citationde Haas, B., Kanai, R., Jalkanen, L., & Rees, G. E. (2012) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2012.2132 · Cited by 70 · see citing works
A new method for detecting interactions between the senses in event-related potentials
Gondan, M., & Röder, B. (2006) · Brain Research · doi:10.1016/j.brainres.2005.12.050 · Cited by 69 · see citing works
Stevenson, R. A., Bushmakin, M. A., Kim, S., Wallace, M. T., Puce, A., & James, T. W. (2012) · Brain Topography · doi:10.1007/s10548-012-0220-7 · Cited by 64 · see citing works
Stekelenburg, J. J., & Vroomen, J. (2012) · Frontiers in Integrative Neuroscience · doi:10.3389/fnint.2012.00026 · Cited by 60 · see citing works
Vidal, J., Giard, M., Roux, S., Barthélémy, C., & Bruneau, N. (2008) · Clinical Neurophysiology · doi:10.1016/j.clinph.2007.11.178 · Cited by 60 · see citing works
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Thelen, A., Cappe, C., & Murray, M. M. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2012.05.027 · Cited by 59 · see citing works
Self-citationHirst, P., Javadi, P., Gharat, A., & Zangenehpour, S. (2012) · Neural Plasticity · doi:10.1155/2012/197264 · Cited by 58 · see citing works
Narsude, M., Gallichan, D., van der Zwaag, W., Rolf Gruetter, A., & Marques, J. P. (2015) · Magnetic Resonance in Medicine · doi:10.1002/mrm.25835 · Cited by 57 · see citing works
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Thelen, A., Matusz, P. J., & Murray, M. M. (2014) · Current Biology · doi:10.1016/j.cub.2014.06.040 · Cited by 56 · see citing works
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ten Oever, S., Romei, V., van Atteveldt, N., Soto‐Faraco, S., Murray, M. M., & Matusz, P. J. (2016) · Experimental Brain Research · doi:10.1007/s00221-016-4590-z · Cited by 55 · see citing works
Self-citationBolognini, N., Senna, I., Maravita, A., Pascual‐Leone, Á., & Merabet, L. B. (2010) · Neuroscience Letters · doi:10.1016/j.neulet.2010.04.044 · Cited by 54 · see citing works
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Kayser, S. J., & Kayser, C. (2013) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_00524 · Cited by 54 · see citing works
Beer, A. L., Plank, T., Meyer, G., & Greenlee, M. W. (2013) · Frontiers in Integrative Neuroscience · doi:10.3389/fnint.2013.00005 · Cited by 53 · see citing works
Murray, M. M., & Spierer, L. (2009) · Hearing Research · doi:10.1016/j.heares.2009.04.022 · Cited by 50 · see citing works
Self-citationBrain Signal Analysis: Advances In Neuroelectric and Neuromagnetic Methods
Handy, T. C. (2011) · Cited by 48 · see citing works
Laramée, M., Kurotani, T., Rockland, K. S., Bronchti, G., & Boire, D. (2011) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2011.07732.x · Cited by 47 · see citing works
Global tractography with embedded anatomical priors for quantitative connectivity analysis
Lemkaddem, A., Skiöldebrand, D., Dal Palú, A., Thiran, J.-P., & Daducci, A. (2014) · Frontiers in Neurology · doi:10.3389/fneur.2014.00232 · Cited by 47 · see citing works
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Altieri, N. A., Stevenson, R. A., Wallace, M. T., & Wenger, M. J. (2013) · Brain Topography · doi:10.1007/s10548-013-0333-7 · Cited by 44 · see citing works
Clemo, H. R., Sharma, G. K., Allman, B. L., & Meredith, M. A. (2008) · Experimental Brain Research · doi:10.1007/s00221-008-1493-7 · Cited by 41 · see citing works
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Schepers, I. M., Schneider, T. R., Hipp, J. F., Engel, A. K., & Senkowski, D. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2012.11.066 · Cited by 38 · see citing works
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Meylan, R. V., & Murray, M. M. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2006.11.033 · Cited by 37 · see citing works
Self-citationAuditory influences on non-auditory cortices
Meredith, M. A., Allman, B. L., Keniston, L., & Clemo, H. R. (2009) · Hearing Research · doi:10.1016/j.heares.2009.03.005 · Cited by 32 · see citing works
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Matusz, P. J., & Martin Eimer, A. (2013) · Psychophysiology · doi:10.1111/psyp.12086 · Cited by 31 · see citing works
Self-citationRomei, V., Murray, M. M., Cappe, C., & Thut, G. (2013) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_00367 · Cited by 31 · see citing works
Self-citationPigarev, I. N., Saalmann, Y. B., & Vidyasagar, T. R. (2009) · Journal of Neuroscience Methods · doi:10.1016/j.jneumeth.2009.04.024 · Cited by 31 · see citing works
Lanz, F., Lanz, X., Scherly, A., Moret, V., Gaillard, A., Gruner, P. J., Hoogewoud, H. M., Belhaj-Saı̈f, A., Loquet, G., & Rouiller, E. M. (2013) · Journal of Neuroscience Methods · doi:10.1016/j.jneumeth.2013.07.015 · Cited by 29 · see citing works
Kayser, S. J., & Kayser, C. (2013) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2013.11.005 · Cited by 28 · see citing works
Laramée, M., Rockland, K. S., Prince, S. M., Bronchti, G., & Boire, D. (2012) · Cerebral Cortex · doi:10.1093/cercor/bhs060 · Cited by 27 · see citing works
Spierer, L., Manuel, A. L., Bueti, D., & Murray, M. M. (2013) · Cortex · doi:10.1016/j.cortex.2013.01.001 · Cited by 26 · see citing works
Self-citationPrinciples of Topographic Analyses for Electrical Neuroimaging
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Self-citationCecere, R., Romei, V., Bertini, C., & Làdavas, E. (2014) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2014.02.008 · Cited by 24 · see citing works
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de Haas, B., Schwarzkopf, D. S., Urner, M., & Rees, G. E. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2012.12.061 · Cited by 21 · see citing works
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Schepers, I. M., Yoshor, D., & Beauchamp, M. S. (2014) · Cerebral Cortex · doi:10.1093/cercor/bhu127 · Cited by 21 · see citing works
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Clarke, S., & Innocenti, G. M. (1990) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.1990.tb00415.x · Cited by 19 · see citing works
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Bonath, B., Tyll, S., Budinger, E., Krauel, K., Hopf, J., & Noesselt, T. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2012.10.018 · Cited by 15 · see citing works
Chapter 11 Cross-modal plasticity in the blind revealed by functional neuroimaging
Sadato, N. (2006) · Supplements to Clinical neurophysiology · doi:10.1016/s1567-424x(09)70015-7 · Cited by 11 · see citing works
Whole-scalp EEG mapping of somatosensory evoked potentials in macaque monkeys
Gindrat, A., Quairiaux, C., Britz, J., Brunet, D., Lanz, F., Michel, C. M., & Rouiller, E. M. (2014) · Brain Structure and Function · doi:10.1007/s00429-014-0776-y · Cited by 11 · see citing works
Majkowski, J., & Sobieszek, A. (1972) · Electroencephalography and Clinical Neurophysiology · doi:10.1016/0013-4694(72)90025-9 · Cited by 8 · see citing works
Romei, V., Murray, M. M., Merabet, L. B., & Thut, G. (2007) · Cited by 2 · see citing works
Self-citation
Flagged first, then by citations
Research works printed but not linked: 2
- Cohen, L.G., Weeks, R.A., Sadato, N., Celnik, P., Ishii, K., Hallett, M. (1999). Period of susceptibility for cross-modal plasticity in the blind. Annals of Neurology, 45(4), 451-60.
- Murray, M. M., Cappe, C., Romei, V., Martuzzi, R., and Thut, G. (2012). Auditory-visual multisensory interactions in humans: A synthesis of findings from behavior, ERPs, fMRI, and TMS. In: The New Handbook of Multisensory Processes , ed. B.E. Stein (MIT Press), 223-238.
Cited by
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Meijer, G. T., Mertens, P. E. C., Pennartz, C. M. A., Olcese, U., & Lansink, C. S. (2019) · Progress in Neurobiology · doi:10.1016/j.pneurobio.2019.01.004 · Cited by 83 · see citing works
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Fleming, J. T., Noyce, A. L., & Shinn‐Cunningham, B. G. (2020) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2020.107530 · Cited by 43 · see citing works
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Xie, Y., Xu, Y., Bian, C., & Li, M. (2017) · Scientific Reports · doi:10.1038/s41598-017-05471-1 · Cited by 40 · see citing works
Proctor, R. W., & Proctor, J. D. (2006) · doi:10.1002/0470048204.ch3 · Cited by 38 · see citing works
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Proctor, R. W., & Proctor, J. D. (2021) · doi:10.1002/9781119636113.ch3 · Cited by 31 · see citing works
Delis, I., Dmochowski, J., Sajda, P., & Wang, Q. (2018) · NeuroImage · doi:10.1016/j.neuroimage.2018.03.035 · Cited by 33 · see citing works
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Ren, Q., Marshall, A. C., Kaiser, J., & Schütz‐Bosbach, S. (2022) · NeuroImage · doi:10.1016/j.neuroimage.2022.119549 · Cited by 26 · see citing works
Tufo, S. N. D., Frost, S. J., Hoeft, F., Cutting, L. E., Molfese, P. J., Mason, G. F., Rothman, D. L., Fulbright, R. K., & Pugh, K. R. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2018.01507 · Cited by 24 · see citing works
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Boyle, S. C., Kayser, S. J., & Kayser, C. (2017) · European Journal of Neuroscience · doi:10.1111/ejn.13724 · Cited by 21 · see citing works
Zazio, A., Guidali, G., Maddaluno, O., Miniussi, C., & Bolognini, N. (2019) · NeuroImage · doi:10.1016/j.neuroimage.2019.116025 · Cited by 20 · see citing works
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Rousseau, L. (2024) · Mind Brain and Education · doi:10.1111/mbe.12414 · Cited by 21 · see citing works
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Hirst, R. J., Whelan, R., Boyle, R. T., Setti, A., Knight, S. P., O’Connor, J. D., Williamson, W., McMorrow, J. P., Fagan, A. J., Meaney, J. F., et al. (2020) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2020.12.004 · Cited by 17 · see citing works
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Föcker, J., Atkins, P., Vantzos, F.-C., Wilhelm, M., Schenk, T., & Meyerhoff, H. S. (2022) · Attention Perception & Psychophysics · doi:10.3758/s13414-022-02492-5 · Cited by 19 · see citing works
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Gilday, O. D., & Mizrahi, A. (2023) · Journal of Neuroscience · doi:10.1523/jneurosci.1398-22.2022 · Cited by 16 · see citing works
Abnormal visual experience during development alters the early stages of visual-tactile integration
Niechwiej‐Szwedo, E., Chin, J. L. L., Wolfe, P. J., Popovich, C., & Staines, R. W. (2016) · Behavioural Brain Research · doi:10.1016/j.bbr.2016.02.018 · Cited by 16 · see citing works
Anurova, I., Carlson, S., & Rauschecker, J. P. (2019) · Cerebral Cortex · doi:10.1093/cercor/bhz021 · Cited by 16 · see citing works
Fixation Differences in Spatial Visual Perception During Multi-sensory Stimulation
Kim, J., & Kim, J. Y. (2020) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.00132 · Cited by 16 · see citing works
V1 as an egocentric cognitive map
Linton, P. (2021) · Neuroscience of Consciousness · doi:10.1093/nc/niab017 · Cited by 16 · see citing works
Auditory and Semantic Cues Facilitate Decoding of Visual Object Category in MEG
Brandman, T., Avancini, C., Leticevscaia, O., & Peelen, M. V. (2019) · Cerebral Cortex · doi:10.1093/cercor/bhz110 · Cited by 15 · see citing works
Rating with the senses: How sensory encounters are reflected on online review ratings?
Hallikainen, H., Halinen, M., Tervonen, H., Ruusunen, N., & Wang, Y. (2024) · Psychology and Marketing · doi:10.1002/mar.22119 · Cited by 15 · see citing works
The Influence of Auditory Information on Visual Size Adaptation
Tonelli, A., Cuturi, L. F., & Gori, M. (2017) · Frontiers in Neuroscience · doi:10.3389/fnins.2017.00594 · Cited by 15 · see citing works
Selective attention to sound features mediates cross-modal activation of visual cortices
Retsa, C., Matusz, P. J., Schnupp, J. W. H., & Murray, M. M. (2020) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2020.107498 · Cited by 15 · see citing works
Self-citationA possible key role of vision in the development of schizophrenia
Császár, N., Kapócs, G., & Bókkon, I. (2018) · Reviews in the Neurosciences · doi:10.1515/revneuro-2018-0022 · Cited by 15 · see citing works
Wang, M., Hou, Y., Magrou, L., Autio, J. A., Misery, P., Coalson, T., Reid, E., Xu, Y., Lamy, C., Falchier, A., et al. (2022) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2022.04.27.489651 · Cited by 16 · see citing works
Hemianopia, spatial neglect, and their multisensory rehabilitation
Bolognini, N., & Vallar, G. (2019) · Elsevier eBooks · doi:10.1016/b978-0-12-812492-5.00019-x · Cited by 14 · see citing works
Raz, G., Svanera, M., Singer, N., Gilam, G., Cohen, M. B., Lin, T., Admon, R., Gonen, T., Thaler, A., Granot, R., et al. (2017) · NeuroImage · doi:10.1016/j.neuroimage.2017.09.032 · Cited by 13 · see citing works
Comparing Auditory-Only and Audiovisual Word Learning for Children With Hearing Loss
McDaniel, J., Camarata, S., & Yoder, P. J. (2018) · The Journal of Deaf Studies and Deaf Education · doi:10.1093/deafed/eny016 · Cited by 13 · see citing works
Stefanou, M. E., Dundon, N. M., Bestelmeyer, P. E. G., Ioannou, C., Bender, S., Biscaldi, M., Smyrnis, N., & Klein, C. (2020) · Scientific Reports · doi:10.1038/s41598-020-73022-2 · Cited by 12 · see citing works
Quantifying the Generation Process of Multi-Level Tactile Sensations via ERP Component Investigation
Liu, Y., Wang, W., Xu, W., Cheng, Q., & Ming, D. (2021) · International Journal of Neural Systems · doi:10.1142/s0129065721500490 · Cited by 13 · see citing works
Multisensory representations of space and time in sensory cortices
Gori, M., Bertonati, G., Campus, C., & Amadeo, M. B. (2022) · Human Brain Mapping · doi:10.1002/hbm.26090 · Cited by 12 · see citing works
Crossmodal attentional control sets between vision and audition
Mast, F., Frings, C., & Spence, C. J. (2017) · Acta Psychologica · doi:10.1016/j.actpsy.2017.05.011 · Cited by 13 · see citing works
Liang, Y., Liu, X., Qiu, L., & Zhang, S. (2018) · Computational Intelligence and Neuroscience · doi:10.1155/2018/1943565 · Cited by 13 · see citing works
Cross-modal phonetic encoding facilitates the McGurk illusion and phonemic restoration
Abbott, N. T., & Shahin, A. J. (2018) · Journal of Neurophysiology · doi:10.1152/jn.00262.2018 · Cited by 13 · see citing works
Stefanou, M. E., Dundon, N. M., Bestelmeyer, P. E. G., Koldewyn, K., Saville, C. W. N., Fleischhaker, C., Feige, B., Biscaldi, M., Smyrnis, N., & Klein, C. (2019) · Biological Psychology · doi:10.1016/j.biopsycho.2019.01.011 · Cited by 13 · see citing works
A Symmetric Approach Elucidates Multisensory Information Integration
Tozzi, A., & Peters, J. F. (2016) · Information · doi:10.3390/info8010004 · Cited by 12 · see citing works
Context-sensitive computational mechanistic explanation in cognitive neuroscience
de Wit, M. M., & Matheson, H. E. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.903960 · Cited by 13 · see citing works
Electrocorticography Evidence of Tactile Responses in Visual Cortices
Gaglianese, A., Branco, M. P., Groen, I. I. A., Benson, N. C., Vansteensel, M. J., Murray, M. M., Petridou, N., & Ramsey, N. F. (2020) · Brain Topography · doi:10.1007/s10548-020-00783-4 · Cited by 12 · see citing works
Self-citationClassic psychedelics: the special role of the visual system
Császár-Nagy, N., Kapócs, G., & Bókkon, I. (2019) · Reviews in the Neurosciences · doi:10.1515/revneuro-2018-0092 · Cited by 11 · see citing works
Jiang, Y., Guo, Z., Jiao, R., He, H., Jiang, N., & He, J. (2025) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2025.1640966 · Cited by 10 · see citing works
Late development of audio-visual integration in the vertical plane
Gori, M., Campus, C., & Cappagli, G. (2021) · Current Research in Behavioral Sciences · doi:10.1016/j.crbeha.2021.100043 · Cited by 10 · see citing works
Sun, H. J., Zhang, W., Cao, H., Sun, H., Dai, J., Li, S., Zeng, J., Xia, W., Tang, B., Gong, Q., et al. (2022) · Psychoradiology · doi:10.1093/psyrad/kkac006 · Cited by 10 · see citing works
Sciortino, P., & Kayser, C. (2023) · NeuroImage · doi:10.1016/j.neuroimage.2023.120093 · Cited by 13 · see citing works
Manson, G. A., Tremblay, L., Lebar, N., de Grosbois, J. P., Mouchnino, L., & Blouin, J. (2019) · PLoS ONE · doi:10.1371/journal.pone.0215518 · Cited by 10 · see citing works
Multisensory learning environments. Research project Education on Screen
Fadeev, A., & Milyakina, A. (2021) · SHS Web of Conferences · doi:10.1051/shsconf/202113002003 · Cited by 9 · see citing works
Feierabend, M., Karnath, H., & Lewald, J. (2019) · Perception · doi:10.1177/0301006619872062 · Cited by 8 · see citing works
Years of Blindness Lead to “Visualize” Space Through Time
Amadeo, M. B., Campus, C., & Gori, M. (2020) · Frontiers in Neuroscience · doi:10.3389/fnins.2020.00812 · Cited by 9 · see citing works
- Authors
- Murray, M. M., Thelen, A., Thut, G., Romei, V., Martuzzi, R., & Matusz, P. J.
- Affiliations
- Centre Hospitalier Universitaire Vaudois (CH)
- Vanderbilt University Medical Center (US)
- University of Glasgow (GB)
- University of Essex (GB)
- École Polytechnique Fédérale de Lausanne (CH)
- Corresponding author
- Murray, Micah M.
- Venue
- Neuropsychologia
- Publisher
- Elsevier BV
- Published
- 2016-03
- Volume
- 83
- Pages
- 161-169
- ISSN
- 0028-3932 (ISSN-L)
- OpenAlex
- W1423823652
- Cited by
- 219
- References
- 143
- Citations by year
- 2026: 12 · 2025: 19 · 2024: 17 · 2023: 38 · 2022: 17 · 2021: 22 · 2020: 19 · 2019: 22 · 2018: 21 · 2017: 18 · 2016: 7 · 2015: 5 · 2013: 1
- FWCI
- 2.22
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- www.elsevier.com/tdm/userlicense/1.0/ (tdm)
- www.elsevier.com/legal/tdmrep-license (tdm)
- www.elsevier.com/open-access/userlicense/1.0/ (am, 361 d)
- doi.org/10.15223/policy-017 (stm-asf)
- doi.org/10.15223/policy-037 (stm-asf)
- doi.org/10.15223/policy-012 (stm-asf)
- doi.org/10.15223/policy-029 (stm-asf)
- doi.org/10.15223/policy-004 (stm-asf)
- Locations
- Neuropsychologia (acceptedVersion)
- PubMed (publishedVersion)
- Open Access at Essex (University of Essex) (acceptedVersion)
- SERVAL (Université de Lausanne) (acceptedVersion, other-oa)
- IRIS (submittedVersion)
- Archivio istituzionale della ricerca (Alma Mater Studiorum Università di Bologna) (submittedVersion)
- ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam) (submittedVersion)
- Infoscience (Ecole Polytechnique Fédérale de Lausanne) (submittedVersion)
- Infoscience (Ecole Polytechnique Fédérale de Lausanne) (submittedVersion, cc-by-nc-nd)
- Funders
- Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung (320030-149982)
- Wellcome Trust (098434)
- National Centre of Competence in Research Robotics (51AU40-125759)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Multisensory perception and integration
- Life Sciences › Neuroscience › Cognitive Neuroscience › Visual perception and processing mechanisms
- Life Sciences › Neuroscience › Cognitive Neuroscience › Tactile and Sensory Interactions
- Keywords
- primary visual cortex, multisensory integration, multisensory convergence, visual perception, transcranial magnetic stimulation, transcranial alternating current stimulation, event-related potentials, functional MRI, PET, EEG, brain mapping
- MeSH terms
- Afferent Pathways, Brain Mapping, Humans, Perception, Physical Stimulation, Visual Cortex, Neuroimaging
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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.
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