The neural basis of tactile motion perception
Open accessAbstract
The manipulation of objects commonly involves motion between object and skin. In this review, we discuss the neural basis of tactile motion perception and its similarities with its visual counterpart. First, much like in vision, the perception of tactile motion relies on the processing of spatiotemporal patterns of activation across populations of sensory receptors. Second, many neurons in primary somatosensory cortex are highly sensitive to motion direction, and the response properties of these neurons draw strong analogies to those of direction-selective neurons in visual cortex. Third, tactile speed may be encoded in the strength of the response of cutaneous mechanoreceptive afferents and of a subpopulation of speed-sensitive neurons in cortex. However, both afferent and cortical responses are strongly dependent on texture as well, so it is unclear how texture and speed signals are disambiguated. Fourth, motion signals from multiple fingers must often be integrated during the exploration of objects, but the way these signals are combined is complex and remains to be elucidated. Finally, visual and tactile motion perception interact powerfully, an integration process that is likely mediated by visual association cortex.
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We can perceive the direction of motion.
“Not only are we able to detect the onset of motion (or slip), we can also perceive the direction of motion (Pei and Bensmaia, 2014).”
From Biomimetic approaches to bionic touch through a peripheral nerve interface (2015) · cites this paper as Pei and Bensmaia, 2014
Cites
Receptive fields and functional architecture of monkey striate cortex
Hubel, D. H., & Wiesel, T. N. (1968) · The Journal of Physiology · doi:10.1113/jphysiol.1968.sp008455 · Cited by 6,520 · see citing works
Hand movements: A window into haptic object recognition
Lederman, S. J., & Klatzky, R. L. (1987) · Cognitive Psychology · doi:10.1016/0010-0285(87)90008-9 · Cited by 2,016 · see citing works
Merging the senses into a robust percept
Ernst, M. O., & Bülthoff, H. H. (2004) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2004.02.002 · Cited by 1,906 · see citing works
Newsome, W., & Pare, E. (1988) · The Journal of Neuroscience · doi:10.1523/jneurosci.08-06-02201.1988 · Cited by 1,615 · see citing works
Multisensory integration: current issues from the perspective of the single neuron
Stein, B. E., & Stanford, T. R. (2008) · Nature Reviews Neuroscience · doi:10.1038/nrn2331 · Cited by 1,598 · see citing works
Johansson, R. S., & Vallbo, A. B. (1979) · The Journal of Physiology · doi:10.1113/jphysiol.1979.sp012619 · Cited by 1,291 · see citing works
Phenomenal coherence of moving visual patterns
Adelson, E. H., & Movshon, J. A. (1982) · Nature · doi:10.1038/300523a0 · Cited by 1,091 · see citing works
Direction and orientation selectivity of neurons in visual area MT of the macaque
Albright, T. D. (1984) · Journal of Neurophysiology · doi:10.1152/jn.1984.52.6.1106 · Cited by 1,089 · see citing works
Motion illusions as optimal percepts
Weiss, Y., Simoncelli, E. P., & Adelson, E. H. (2002) · Nature Neuroscience · doi:10.1038/nn0602-858 · Cited by 1,076 · see citing works
The Analysis of Moving Visual Patterns
Movshon, J. A., Adelson, E. H., Gizzi, M. S., & Newsome, W. T. (1985) · Experimental brain research. Supplementum · doi:10.1007/978-3-662-09224-8_7 · Cited by 968 · see citing works
A model of neuronal responses in visual area MT
Simoncelli, E. P., & Heeger, D. J. (1998) · Vision Research · doi:10.1016/s0042-6989(97)00183-1 · Cited by 941 · see citing works
Laminar differences in receptive field properties of cells in cat primary visual cortex
Gilbert, C. D. (1977) · The Journal of Physiology · doi:10.1113/jphysiol.1977.sp011863 · Cited by 670 · see citing works
Visual Response Properties of Striate Cortical Neurons Projecting to Area MT in Macaque Monkeys
Movshon, J. A., & Newsome, W. T. (1996) · The Journal of Neuroscience · doi:10.1523/jneurosci.16-23-07733.1996 · Cited by 651 · see citing works
Responses of neurons in macaque MT to stochastic motion signals
Britten, K. H., Shadlen, M. N., Newsome, W. T., & Movshon, J. A. (1993) · Visual Neuroscience · doi:10.1017/s0952523800010269 · Cited by 594 · see citing works
Velocity determination in scenes containing several moving objects
Fennema, C. L., & Thompson, W. B. (1979) · Computer Graphics and Image Processing · doi:10.1016/0146-664x(79)90097-2 · Cited by 578 · see citing works
How MT cells analyze the motion of visual patterns
Rust, N. C., Mante, V., Simoncelli, E. P., & Movshon, J. A. (2006) · Nature Neuroscience · doi:10.1038/nn1786 · Cited by 516 · see citing works
Spatial and temporal codes mediate the tactile perception of natural textures
Weber, A. I., Saal, H. P., Lieber, J. D., Cheng, J.-W., Manfredi, L. R., Dammann, J. F., & Bensmaia, S. J. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1305509110 · Cited by 421 · see citing works
See me, hear me, touch me: multisensory integration in lateral occipital-temporal cortex
Beauchamp, M. S. (2005) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2005.03.011 · Cited by 403 · see citing works
Über visuell wahrgenommene Bewegungsrichtung
Wallach, H. (1935) · Psychological Research · doi:10.1007/bf02409790 · Cited by 398 · see citing works
Phillips, J. R., & Johnson, K. (1981) · Journal of Neurophysiology · doi:10.1152/jn.1981.46.6.1192 · Cited by 333 · see citing works
Occlusion and the solution to the aperture problem for motion
Shimojo, S., Silverman, G. H., & Nakayama, K. (1989) · Vision Research · doi:10.1016/0042-6989(89)90047-3 · Cited by 301 · see citing works
Connor, C., & Johnson, K. (1992) · The Journal of Neuroscience · doi:10.1523/jneurosci.12-09-03414.1992 · Cited by 300 · see citing works
Tactile motion activates the human middle temporal/V5 (MT/V5) complex
Hagen, M. C., Franzén, O. G., McGlone, F. P., Essick, G. K., Dancer, C., & Pardo, J. V. (2002) · European Journal of Neuroscience · doi:10.1046/j.1460-9568.2002.02139.x · Cited by 253 · see citing works
Representation of Concurrent Stimuli by Population Activity in Visual Cortex
Busse, L., Wade, A. R., & Carandini, M. (2009) · Neuron · doi:10.1016/j.neuron.2009.11.004 · Cited by 247 · see citing works
Seeing multiple directions of motion—physiology and psychophysics
Treue, S., Hol, K., & Rauber, H.-J. (2000) · Nature Neuroscience · doi:10.1038/72985 · Cited by 229 · see citing works
Neural Synergy Between Kinetic Vision and Touch
Blake, R., Sobel, K. V., & James, T. W. (2004) · Psychological Science · doi:10.1111/j.0956-7976.2004.00691.x · Cited by 225 · see citing works
The Effect of Visual Experience on the Development of Functional Architecture in hMT+
Ricciardi, E., Vanello, N., Sani, L., Gentili, C., Scilingo, E. P., Landini, L., Guazzelli, M., Bicchi, A., Haxby, J. V., & Pietrini, P. (2007) · Cerebral Cortex · doi:10.1093/cercor/bhm018 · Cited by 185 · see citing works
Temporal Cues Contribute to Tactile Perception of Roughness
Cascio, C. J., & Sathian, K. (2001) · Journal of Neuroscience · doi:10.1523/jneurosci.21-14-05289.2001 · Cited by 183 · see citing works
End-Stopping and the Aperture Problem
Pack, C. C., Livingstone, M. S., Duffy, K. R., & Born, R. T. (2003) · Neuron · doi:10.1016/s0896-6273(03)00439-2 · Cited by 163 · see citing works
Dynamic properties of neurons in cortical area MT in alert and anaesthetized macaque monkeys
Pack, C. C., Berezovskii, V. K., & Born, R. T. (2001) · Nature · doi:10.1038/414905a · Cited by 163 · see citing works
Motion Aftereffects Transfer between Touch and Vision
Konkle, T., Wang, Q., Vincent Hayward, B., & Moore, C. I. (2009) · Current Biology · doi:10.1016/j.cub.2009.03.035 · Cited by 155 · see citing works
Costanzo, R. M., & Gardner, E. P. (1980) · Journal of Neurophysiology · doi:10.1152/jn.1980.43.5.1319 · Cited by 152 · see citing works
Haptic judgments of curvature by blind and sighted humans.
Davidson, P. W. (1972) · Journal of Experimental Psychology · doi:10.1037/h0032632 · Cited by 143 · see citing works
Cortical information processing of stimulus motion on primate skin.
Whitsel, B. L., Roppolo, J. R., & Werner, G. R. (1972) · Journal of Neurophysiology · doi:10.1152/jn.1972.35.5.691 · Cited by 142 · see citing works
A continuum mechanical model of mechanoreceptive afferent responses to indented spatial patterns
Sripati, A. P., Bensmaia, S. J., & Johnson, K. O. (2006) · Journal of Neurophysiology · doi:10.1152/jn.01240.2005 · Cited by 130 · see citing works
Human MST But Not MT Responds to Tactile Stimulation
Beauchamp, M. S., Yasar, N. E., Kishan, N., & Ro, T. (2007) · Journal of Neuroscience · doi:10.1523/jneurosci.0754-07.2007 · Cited by 118 · see citing works
Integration of Contour and Terminator Signals in Visual Area MT of Alert Macaque
Pack, C. C., Gartland, A. J., & Born, R. T. (2004) · Journal of Neuroscience · doi:10.1523/jneurosci.4387-03.2004 · Cited by 107 · see citing works
Tactile directional sensibility: peripheral neural mechanisms in man
Olausson, H., Wessberg, J., & Kakuda, N. (2000) · Brain Research · doi:10.1016/s0006-8993(00)02278-2 · Cited by 106 · see citing works
Sathian, K., Goodwin, A., John, K. T., & Darian-Smith, I. (1989) · Journal of Neuroscience · doi:10.1523/jneurosci.09-04-01273.1989 · Cited by 106 · see citing works
Shape Invariant Coding of Motion Direction in Somatosensory Cortex
Pei, Y., Hsiao, S. S., Craig, J. C., & Bensmaı̈a, S. J. (2010) · PLoS Biology · doi:10.1371/journal.pbio.1000305 · Cited by 105 · see citing works
Self-citationFitzgerald, P. J., Lane, J. W., Thakur, P. H., & Hsiao, S. S. (2006) · Journal of Neuroscience · doi:10.1523/jneurosci.5057-05.2006 · Cited by 105 · see citing works
TMS of posterior parietal cortex disrupts visual tactile multisensory integration
Pasalar, S., Ro, T., & Beauchamp, M. S. (2010) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2010.07193.x · Cited by 105 · see citing works
Warren, S., Hämäläinen, H., & Gardner, E. P. (1986) · Journal of Neurophysiology · doi:10.1152/jn.1986.56.3.598 · Cited by 102 · see citing works
Fitzgerald, P. J., Lane, J. W., Thakur, P. H., & Hsiao, S. S. (2006) · Journal of Neuroscience · doi:10.1523/jneurosci.5061-05.2006 · Cited by 99 · see citing works
End-zone region in receptive fields of hypercomplex and other striate neurons in the cat
Orban, G. A., Kato, H., & Bishop, P. O. (1979) · Journal of Neurophysiology · doi:10.1152/jn.1979.42.3.818 · Cited by 98 · see citing works
Tactile Rivalry Demonstrated with an Ambiguous Apparent-Motion Quartet
Carter, O. L., Konkle, T., Wang, Q., Vincent Hayward, B., & Moore, C. I. (2008) · Current Biology · doi:10.1016/j.cub.2008.06.027 · Cited by 98 · see citing works
Gardner, E. P., & Costanzo, R. M. (1980) · Journal of Neurophysiology · doi:10.1152/jn.1980.43.5.1342 · Cited by 96 · see citing works
A dense array stimulator to generate arbitrary spatio-temporal tactile stimuli
Killebrew, J. H., Bensmaı̈a, S. J., Dammann, J. F., Denchev, P. V., Hsiao, S. S., Craig, J. C., & Johnson, K. O. (2006) · Journal of Neuroscience Methods · doi:10.1016/j.jneumeth.2006.10.012 · Cited by 93 · see citing works
Representation of Object Size in the Somatosensory System
Berryman, L., Yau, J. M., & Hsiao, S. S. (2006) · Journal of Neurophysiology · doi:10.1152/jn.01190.2005 · Cited by 92 · see citing works
Gardner, E. P., & Palmėr, C. (1989) · Journal of Neurophysiology · doi:10.1152/jn.1989.62.6.1410 · Cited by 90 · see citing works
Lacey, S., Flueckiger, P., Stilla, R., Lava, M., & Sathian, K. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2009.10.081 · Cited by 88 · see citing works
Tactile Speed Scaling: Contributions of Time and Space
Dépeault, A., Meftah, E.-M., & Chapman, C. E. (2008) · Journal of Neurophysiology · doi:10.1152/jn.01209.2007 · Cited by 86 · see citing works
Neural Mechanisms of Tactile Motion Integration in Somatosensory Cortex
Pei, Y., Hsiao, S. S., Craig, J. C., & Bensmaı̈a, S. J. (2011) · Neuron · doi:10.1016/j.neuron.2010.12.033 · Cited by 83 · see citing works
Self-citationInfluence of Visual Motion on Tactile Motion Perception
Bensmaı̈a, S. J., Killebrew, J. H., & Craig, J. C. (2006) · Journal of Neurophysiology · doi:10.1152/jn.00192.2006 · Cited by 82 · see citing works
Tactile flow explains haptic counterparts of common visual illusions
Bicchi, A., Scilingo, E. P., Ricciardi, E., & Pietrini, P. (2008) · Brain Research Bulletin · doi:10.1016/j.brainresbull.2008.01.011 · Cited by 72 · see citing works
Goodwin, A., & Morley, J. W. (1987) · Journal of Neuroscience · doi:10.1523/jneurosci.07-07-02168.1987 · Cited by 71 · see citing works
Representation of moving tactile stimuli in the somatic sensory cortex of awake monkeys
Ruíz-Correa, S., Crespo, P., & Romo, R. (1995) · Journal of Neurophysiology · doi:10.1152/jn.1995.73.2.525 · Cited by 66 · see citing works
Haptic curvature discrimination at several regions of the hand
Pont, S. C., Kappers, A. M. L., & Koenderink, J. J. (1997) · Perception & Psychophysics · doi:10.3758/bf03214210 · Cited by 66 · see citing works
The tactile integration of local motion cues is analogous to its visual counterpart
Pei, Y., Hsiao, S. S., & Bensmaı̈a, S. J. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0800028105 · Cited by 58 · see citing works
Self-citationGoodwin, A., John, K. T., Sathian, K., & Darian-Smith, I. (1989) · Journal of Neuroscience · doi:10.1523/jneurosci.09-04-01280.1989 · Cited by 57 · see citing works
Summers, I. R., Francis, S., Bowtell, R. W., McGlone, F. P., & Clemence, M. (2009) · The Journal of the Acoustical Society of America · doi:10.1121/1.3056399 · Cited by 56 · see citing works
Gardner, E. P., & Sklar, B. F. (1994) · Journal of Neurophysiology · doi:10.1152/jn.1994.71.6.2414 · Cited by 55 · see citing works
Mechanisms underlying the receptive field properties of neurons in cat visual cortex
Rose, D. H. (1979) · Vision Research · doi:10.1016/0042-6989(79)90138-x · Cited by 53 · see citing works
Discrimination and Scaling of Velocity of Stimulus Motion across the Skin
Essick, G. K., Franzén, O. G., & Whitsel, B. L. (1988) · Somatosensory & Motor Research · doi:10.3109/08990228809144639 · Cited by 50 · see citing works
SA1 and RA Afferent Responses to Static and Vibrating Gratings
Bensmaı̈a, S. J., Craig, J. C., Yoshioka, T., & Johnson, K. O. (2005) · Journal of Neurophysiology · doi:10.1152/jn.00877.2005 · Cited by 49 · see citing works
Observations on human tactile directional sensibility.
Olausson, H., & Norrsell, U. (1993) · The Journal of Physiology · doi:10.1113/jphysiol.1993.sp019650 · Cited by 49 · see citing works
End stopping in V1 is sensitive to contrast
Yazdanbakhsh, A., & Livingstone, M. S. (2006) · Nature Neuroscience · doi:10.1038/nn1693 · Cited by 46 · see citing works
Multisensory object representation
Lacey, S., & Sathian, K. (2011) · Progress in brain research · doi:10.1016/b978-0-444-53752-2.00006-0 · Cited by 46 · see citing works
Directional sensitivity to a tactile point stimulus moving across the fingerpad
Keyson, D. V., & Houtsma, A. J. M. (1995) · Perception & Psychophysics · doi:10.3758/bf03213278 · Cited by 45 · see citing works
Birznieks, I., Wheat, H. E., Redmond, S. J., Salo, L. M., Lovell, N. H., & Goodwin, A. W. (2010) · The Journal of Physiology · doi:10.1113/jphysiol.2009.185314 · Cited by 44 · see citing works
The effect of spatial orientation on the perception of moving tactile stimuli
Rinker, M. A., & Craig, J. C. (1994) · Perception & Psychophysics · doi:10.3758/bf03209769 · Cited by 44 · see citing works
Local direction of edge motion causes and abolishes the barberpole illusion
Kooi, F. L. (1993) · Vision Research · doi:10.1016/0042-6989(93)90112-a · Cited by 43 · see citing works
Tactile apparent movement: The effects of number of stimulators.
Kirman, J. H. (1974) · Journal of Experimental Psychology · doi:10.1037/h0037355 · Cited by 43 · see citing works
Factors influencing cutaneous directional sensitivity.
Da, D., Hollins, M., & Whitsel, B. L. (1978) · PubMed · Cited by 40 · see citing works
Human, tactile, directional sensibility and its peripheral origins
Norrsell, U., & Olausson, H. (1992) · Acta Physiologica Scandinavica · doi:10.1111/j.1748-1716.1992.tb09280.x · Cited by 33 · see citing works
Neuronal correlates of tactile speed in primary somatosensory cortex
Dépeault, A., Meftah, E.-M., & Chapman, C. E. (2013) · Journal of Neurophysiology · doi:10.1152/jn.00675.2012 · Cited by 32 · see citing works
Cutaneous Afferents From the Monkeys Fingers: Responses to Tangential and Normal Forces
Wheat, H. E., Salo, L. M., & Goodwin, A. W. (2009) · Journal of Neurophysiology · doi:10.1152/jn.00502.2009 · Cited by 30 · see citing works
Moving tactile stimuli of fingers are integrated in the intraparietal and inferior parietal cortices
Kitada, R., Kochiyama, T., Hashimoto, T., Naito, E., & Matsumura, M. (2003) · Neuroreport · doi:10.1097/00001756-200304150-00012 · Cited by 26 · see citing works
Touching Motion: rTMS on the Human Middle Temporal Complex Interferes with Tactile Speed Perception
Basso, D., Pavan, A., Ricciardi, E., Fagioli, S., Vecchi, T., Miniussi, C., & Pietrini, P. (2012) · Brain Topography · doi:10.1007/s10548-012-0223-4 · Cited by 25 · see citing works
Friedman, R. M., Khalsa, P. S., Greenquist, K. W., & LaMotte, R. H. (2002) · Journal of Neuroscience · doi:10.1523/jneurosci.22-21-09556.2002 · Cited by 23 · see citing works
Gardner, E. P., & Palmėr, C. (1989) · Journal of Neurophysiology · doi:10.1152/jn.1989.62.6.1437 · Cited by 21 · see citing works
Illusory Movement from a Rotating Barber Pole
Guilford, J. P. (1929) · The American Journal of Psychology · doi:10.2307/1414763 · Cited by 16 · see citing works
A multi-digit tactile motion stimulator
Pei, Y., Lee, T.-C., Chang, T., Ruffatto, D., Spenko, M. J., & Bensmaı̈a, S. J. (2014) · Journal of Neuroscience Methods · doi:10.1016/j.jneumeth.2014.01.021 · Cited by 14 · see citing works
Self-citationStimulus Feature Detection by Neurons in Somatosensory Areas I and II of Primates
Werner, G., & Whitsel, B. L. (1970) · IEEE Transactions on Man Machine Systems · doi:10.1109/tmms.1970.299959 · Cited by 13 · see citing works
Pei, Y.-C., Chang, T.-Y., Lee, T.-C., Saha, S., Lai, H.-Y., Gomez-Ramirez, M., Chou, S.-W., & Wong, A. M. (2013) · Italian National Conference on Sensors · doi:10.3390/s130607212 · Cited by 10 · see citing works
Self-citationMethods for Fine Scale Functional Imaging of Tactile Motion in Human and Nonhuman Primates
Friedman, R. M., Dillenburger, B., Wang, F., Avison, M. J., Gore, J. C., Roe, A. W., & Chen, L. M. (2011) · The Open Neuroimaging Journal · doi:10.2174/1874440001105010160 · Cited by 3 · see citing works
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Bensmaı̈a, S. J., Tyler, D. J., & Micera, S. (2020) · Nature Biomedical Engineering · doi:10.1038/s41551-020-00630-8 · Cited by 256 · see citing works
Biomimetic approaches to bionic touch through a peripheral nerve interface
Saal, H. P., & Bensmaia, S. J. (2015) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2015.06.010 · Cited by 179 · see citing works
“Not only are we able to detect the onset of motion (or slip), we can also perceive the direction of motion (Pei and Bensmaia, 2014).”
Feeling form: the neural basis of haptic shape perception
Yau, J. M., Kim, S. S., Thakur, P. H., & Bensmaı̈a, S. J. (2015) · Journal of Neurophysiology · doi:10.1152/jn.00598.2015 · Cited by 81 · see citing works
Seeing and Feeling Motion: Canonical Computations in Vision and Touch
Pack, C. C., & Bensmaı̈a, S. J. (2015) · PLoS Biology · doi:10.1371/journal.pbio.1002271 · Cited by 58 · see citing works
The interaction between motion and texture in the sense of touch
Ryan, C. P., Bettelani, G. C., Ciotti, S., Parise, C., Moscatelli, A., & Bianchi, M. (2021) · Journal of Neurophysiology · doi:10.1152/jn.00583.2020 · Cited by 57 · see citing works
Of mice and monkeys: Somatosensory processing in two prominent animal models
O’Connor, D. H., Krubitzer, L. A., & Bensmaı̈a, S. J. (2021) · Progress in Neurobiology · doi:10.1016/j.pneurobio.2021.102008 · Cited by 41 · see citing works
Feeling fooled: Texture contaminates the neural code for tactile speed
Delhaye, B. P., O'Donnell, M. K., Lieber, J. D., McLellan, K. R., & Bensmaı̈a, S. J. (2019) · PLoS Biology · doi:10.1371/journal.pbio.3000431 · Cited by 40 · see citing works
The role of vibration in tactile speed perception
Dallmann, C. J., Ernst, M. O., & Moscatelli, A. (2015) · Journal of Neurophysiology · doi:10.1152/jn.00621.2015 · Cited by 38 · see citing works
Mazzoni, A., Oddo, C. M., Valle, G., Camboni, D., Strauss, I., Barbaro, M., Barabino, G., Puddu, R., Carboni, C., Bisoni, L., et al. (2020) · Scientific Reports · doi:10.1038/s41598-020-57454-4 · Cited by 37 · see citing works
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Krabben, K. J., Ravensbergen, R. H. J. C., Orth, D., Fortin‐Guichard, D., Savelsbergh, G. J. P., & Mann, D. L. (2021) · Optometry and Vision Science · doi:10.1097/opx.0000000000001735 · Cited by 34 · see citing works
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Wu, J., de Theije, C. G. M., da Silva, S. L., Abbring, S., van der Horst, H. J., Broersen, L. M., Willemsen, L. E. M., Kas, M. J., Garssen, J., & Kraneveld, A. D. (2016) · Brain Behavior and Immunity · doi:10.1016/j.bbi.2016.09.016 · Cited by 34 · see citing works
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Laboy-Juárez, K. J., Langberg, T., Ahn, S., & Feldman, D. E. (2019) · Nature Neuroscience · doi:10.1038/s41593-019-0448-6 · Cited by 33 · see citing works
Honeine, J.-L., Crisafulli, O., Sozzi, S., & Schieppati, M. (2015) · Journal of Neurophysiology · doi:10.1152/jn.00618.2015 · Cited by 25 · see citing works
Yang, J., Kitada, R., Kochiyama, T., Yu, Y., Makita, K., Araki, Y., Wu, J., & Sadato, N. (2017) · Scientific Reports · doi:10.1038/srep40931 · Cited by 24 · see citing works
The speed prior account: A new theory to explain multiple phenomena regarding dynamic information.
Merz, S., Soballa, P., Spence, C. J., & Frings, C. (2022) · Journal of Experimental Psychology General · doi:10.1037/xge0001212 · Cited by 19 · see citing works
The contradictory influence of velocity: representational momentum in the tactile modality
Merz, S., Deller, J., Meyerhoff, H. S., Spence, C. J., & Frings, C. (2019) · Journal of Neurophysiology · doi:10.1152/jn.00128.2019 · Cited by 18 · see citing works
The Neural Basis of Haptic Perception
Goodman, J. M., & Bensmaı̈a, S. J. (2018) · Wiley eBooks · doi:10.1002/9781119170174.epcn205 · Cited by 19 · see citing works
Frank, S., Otto, A., Volberg, G., Tse, P. U., Watanabe, T., & Greenlee, M. W. (2022) · Journal of Neuroscience · doi:10.1523/jneurosci.0301-22.2022 · Cited by 17 · see citing works
Modulation of Corticospinal Excitability Depends on the Pattern of Mechanical Tactile Stimulation
Kojima, S., Onishi, H., Miyaguchi, S., Kotan, S., Sasaki, R., Nakagawa, M., Kirimoto, H., & Tamaki, H. (2018) · Neural Plasticity · doi:10.1155/2018/5383514 · Cited by 15 · see citing works
Hoffmann, R., Brinkhuis, M. A. B., Unnþórsson, R., & Kristjansson, A. K. (2019) · Journal of Neurophysiology · doi:10.1152/jn.00125.2019 · Cited by 15 · see citing works
McIntyre, S., Birznieks, I., Vickery, R. M., Holcombe, A. O., & Seizova-Cajić, T. (2016) · Journal of Neurophysiology · doi:10.1152/jn.00460.2015 · Cited by 15 · see citing works
Cutaneous Wave Propagation Shapes Tactile Motion: Evidence from Air-Coupled Ultrasound
Reardon, G., Shao, Y., Dandu, B., Frier, W., Long, B., Georgiou, O., & Visell, Y. (2019) · IEEE World Haptics Conference (WHC) · doi:10.1109/whc.2019.8816150 · Cited by 15 · see citing works
Delhaye, B. P., Schluter, E. W., & Bensmaı̈a, S. J. (2016) · IEEE Transactions on Haptics · doi:10.1109/toh.2016.2573298 · Cited by 14 · see citing works
Neural encoding of saltatory pneumotactile velocity in human glabrous hand
Oh, H., Custead, R., Wang, Y., & Barlow, S. M. (2017) · PLoS ONE · doi:10.1371/journal.pone.0183532 · Cited by 14 · see citing works
Overview of finger friction and tactile perception
Zhou, X. F., Mo, J., & Jin, Z. M. (2018) · Biosurface and Biotribology · doi:10.1049/bsbt.2018.0032 · Cited by 16 · see citing works
Illusory changes in the perceived speed of motion derived from proprioception and touch
Moscatelli, A., Scotto, C. R., & Ernst, M. O. (2019) · Journal of Neurophysiology · doi:10.1152/jn.00719.2018 · Cited by 13 · see citing works
The Neural Mechanisms of Touch and Proprioception at the Somatosensory Periphery
Goodman, J. M., & Bensmaı̈a, S. J. (2020) · Elsevier eBooks · doi:10.1016/b978-0-12-805408-6.00014-2 · Cited by 14 · see citing works
MotionRing: Creating Illusory Tactile Motion around the Head using 360° Vibrotactile Headbands
Chu, S.-Y., Cheng, Y.-T., Lin, S. C., Huang, Y.-W., Chen, Y., & Chen, M. Y. (2021) · ACM Symposium on User Interface Software and Technology (UIST) · doi:10.1145/3472749.3474781 · Cited by 11 · see citing works
Brain encoding of saltatory velocity through a pulsed pneumotactile array in the lower face
Custead, R., Oh, H., Wang, Y., & Barlow, S. M. (2017) · Brain Research · doi:10.1016/j.brainres.2017.09.025 · Cited by 11 · see citing works
Motion Direction Discrimination with Tactile Random-Dot Kinematograms
Kuroki, S., & Nishida, S. (2021) · i-Perception · doi:10.1177/20416695211004620 · Cited by 11 · see citing works
Cross-modal motion aftereffects transfer between vision and touch in early deaf adults
Xiao, K., Gao, Y., Imran, S. A., Chowdhury, S. S., Commuri, S., & Jiang, F. (2021) · Scientific Reports · doi:10.1038/s41598-021-83960-0 · Cited by 10 · see citing works
Motion Perception Investigated Inside and Outside of the Laboratory
Merz, S. (2022) · Experimental Psychology (formerly Zeitschrift für Experimentelle Psychologie) · doi:10.1027/1618-3169/a000545 · Cited by 10 · see citing works
Defrin, R., Brill, S., Goor-Arieh, I., Wood, I., & Devor, M. G. (2019) · Pain · doi:10.1097/j.pain.0000000000001729 · Cited by 10 · see citing works
Principles of tactile search over the body
Halfen, E. J., Magnotti, J. F., Rahman, M. S., & Yau, J. M. (2020) · Journal of Neurophysiology · doi:10.1152/jn.00694.2019 · Cited by 10 · see citing works
Merz, S., Spence, C. J., & Frings, C. (2023) · Attention Perception & Psychophysics · doi:10.3758/s13414-023-02796-0 · Cited by 9 · see citing works
Directional biases in whole hand motion perception revealed by mid-air tactile stimulation
Perquin, M. N., Taylor, M., Lorusso, J. M., & Kolasinski, J. (2021) · Cortex · doi:10.1016/j.cortex.2021.03.033 · Cited by 9 · see citing works
Arslanova, I., Takamuku, S., Gomi, H., & Haggard, P. (2022) · Journal of Neurophysiology · doi:10.1152/jn.00022.2022 · Cited by 8 · see citing works
Scurry, A. N., Huber, E., Matera, C. N., & Jiang, F. (2020) · Frontiers in Neuroscience · doi:10.3389/fnins.2020.00864 · Cited by 8 · see citing works
McIntyre, S., Seizova-Cajić, T., & Holcombe, A. O. (2015) · Journal of Neurophysiology · doi:10.1152/jn.00821.2014 · Cited by 7 · see citing works
The Haptic Intensity Order Illusion Is Caused by Amplitude Changes
Makarov, I. M., Thors, S. S. S., Ævarsson, E. A., Pind, F., Yeganeh, N., Kristjansson, A. K., & Unnþórsson, R. (2023) · ACM Transactions on Applied Perception · doi:10.1145/3626237 · Cited by 6 · see citing works
Chaplin, T. A., Allitt, B. J., Hagan, M. A., Rosa, M. G. P., Rajan, R., & Lui, L. L. (2018) · European Journal of Neuroscience · doi:10.1111/ejn.14071 · Cited by 6 · see citing works
Elevating Haptics: An Accessible and Contactless Elevator Concept with Tactile Mid-Air Controls
Singhal, T., & Phutane, M. (2021) · CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA) · doi:10.1145/3411763.3451574 · Cited by 6 · see citing works
Merz, S., Frings, C., & Spence, C. J. (2023) · Psychological Research · doi:10.1007/s00426-023-01849-1 · Cited by 4 · see citing works
OBSOLETE: The Neural Mechanisms of Touch and Proprioception at the Somatosensory Periphery
Goodman, J. M. (2020) · Elsevier eBooks · doi:10.1016/b978-0-12-809324-5.00014-6 · Cited by 5 · see citing works
Kojima, S., Otsuru, N., Miyaguchi, S., Yokota, H., Nagasaka, K., Saito, K., Inukai, Y., Shirozu, H., & Onishi, H. (2021) · European Journal of Neuroscience · doi:10.1111/ejn.15209 · Cited by 5 · see citing works
Abdulrabba, S., Facchini, J., & Manson, G. A. (2025) · eNeuro · doi:10.1523/eneuro.0548-24.2025 · Cited by 4 · see citing works
Illusory Motion Reversal in Touch
Hsu, Y.-C., Yeh, C.-I., Huang, J., Hung, C.-H., Hung, C. P., & Pei, Y. (2019) · Frontiers in Neuroscience · doi:10.3389/fnins.2019.00605 · Cited by 4 · see citing works
Self-citationTACTILE EDGES AND MOTION VIA PATTERNED MICROSTIMULATION OF THE HUMAN CORTEXPreprint
Valle, G., Alamari, A. H., Lienkämper, R., Downey, J. E., Sobinov, A. R., Endsley, L. J., Prasad, D., Boninger, M. L., Collinger, J. L., Warnke, P. C., et al. (2024) · medRxiv · doi:10.1101/2024.05.06.24306627 · Cited by 4 · see citing works
Sensing What You Do Not See: Alerting of Approaching Objects with a Haptic Vest
Rurenko, A., Anuragi, D., Farooq, A., Salmimaa, M., Radivojević, Z., Kumpulainen, S., & Raisamo, R. (2025) · Sensors · doi:10.3390/s25185808 · Cited by 3 · see citing works
A scalable, high resolution strain sensing matrix suitable for tactile transduction
Scibelli, A. E., & Krans, J. L. (2015) · Journal of Biomechanics · doi:10.1016/j.jbiomech.2015.11.056 · Cited by 3 · see citing works
Seizova-Cajić, T., Fuchs, X., & Brooks, J. (2023) · Neuromethods · doi:10.1007/978-1-0716-3068-6_4 · Cited by 3 · see citing works
Reliability and stability of tactile perception in the whisker somatosensory system
Sharma, H., & Azouz, R. (2024) · Frontiers in Neuroscience · doi:10.3389/fnins.2024.1344758 · Cited by 1 · see citing works
Continuous Vibration-Driven Virtual Tactile Motion Perception Across Fingertips
Adibi, M. (2025) · Sensors · doi:10.3390/s25185918 · Cited by 2 · see citing works
Resting‐State Network Plasticity Following Category Learning Depends on Sensory Modality
Tabrik, S., Dinse, H. R., Tegenthoff, M., & Behroozi, M. (2024) · Human Brain Mapping · doi:10.1002/hbm.70111 · Cited by 2 · see citing works
Shahzad, I., Battal, C., Cerpelloni, F., Audenhaege, A. V., Mouraux, A., & Collignon, O. (2026) · Nature Communications · doi:10.1038/s41467-026-70537-6 · Cited by 2 · see citing works
Tactile illusion reveals central neural basis for touch pleasantnessPreprint
Pehkonen, L. J., Szczot, I., Olausson, H., & McIntyre, S. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.03.02.640981 · Cited by 2 · see citing works
Watanabe, H., Kojima, S., Otsuru, N., & Onishi, H. (2025) · BMC Neuroscience · doi:10.1186/s12868-025-00960-w · Cited by 1 · see citing works
Unveiling interactions of spatial-temporal information in tactile motion perception
Qu, B., Tan, X., Tang, Z., Wang, H., Lan, L., Schriver, K. E., Pan, G., Friedman, R. M., & Lai, H.-Y. (2025) · Scientific Reports · doi:10.1038/s41598-025-28038-x · Cited by 1 · see citing works
Lee, E.-I., Kang, C.-Y., Hwang, K., Kim, J., & Park, J. (2026) · Advanced Science · doi:10.1002/advs.76616 · Cited by 1 · see citing works
Onuki, Y., Lakbila‐Kamal, O., Scheffer, B., Someren, E. J. W. V., & van der Werf, Y. D. (2022) · Journal of Neuroscience · doi:10.1523/jneurosci.1512-21.2022 · Cited by 1 · see citing works
A Novel Tactile Function Assessment Using a Miniature Tactile Stimulator
Sung, C., Wang, Y., Huang, J., Pei, Y., Lin, L.-C., Mai, W.-H., & Chang, B. (2023) · Sensors · doi:10.3390/s23041844 · Cited by 1 · see citing works
Self-citationMotion aftereffects in vision, audition, and touch, and their crossmodal interactions
Brannick, S. M., & Vibell, J. F. (2023) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2023.108696 · Cited by 1 · see citing works
Chaplin, T. A., Allitt, B. J., Hagan, M. A., Rosa, M. G. P., Rajan, R., & Lui, L. L. (2017) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/204529 · Cited by 1 · see citing works
Temporal Phase Differences Encode Tactile Motion from Static Vibrotactile InputsPreprint
Rezaei, E., & Adibi, M. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.01.24.701470 · Cited by 1 · see citing works
Encoding of saltatory tactile velocity in the adult orofacial somatosensory system
Custead, R. (2016) · Lincoln (University of Nebraska)
Marshall, A. G. (2019) · Liverpool John Moores University · doi:10.24377/ljmu.t.00010262
Age-Related Changes in the Primate Auditory Cortex
Recanzone, G. H. (2020) · Springer handbook of auditory research · doi:10.1007/978-3-030-49367-7_5
Sensory and cognitive factors affecting multi-digit touch: a perceptual and modeling studyPreprint
Arslanova, I., Takamuku, S., Gomi, H., & Haggard, P. (2021) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2021.02.25.432852
Flexible Perception of Tactile Cues in Multiple Reference FramesPreprint
Ahuja, H., Shivkumar, S., Feistritzer, C., Haefner, R. M., DeAngelis, G. C., & Gomez‐Ramirez, M. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.11.10.566625
Neural coding for tactile motion: Scanning speed or temporal frequency?
Cheng, Y.-P., Huang, J.-J., Yeh, C.-I., & Pei, Y. (2026) · The Journal of Physiology · doi:10.1113/jp290938
Self-citationEffect of Moving Tactile Stimuli to Sole on Body Sway During Quiet Stance
Kawasaki, T., Sawaguchi, Y., & Hiraoka, K. (2025) · Brain Sciences · doi:10.3390/brainsci15121282
Adibi, M. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.06.29.735212
Vitale, A., Bertolasi, J., Esposito, D., Parmiggiani, A., & Gori, M. (2026) · Lecture notes in computer science · doi:10.1007/978-3-032-32350-7_14
Xu, J., Zhou, F., Fu, Y., Sun, Z., Sun, Y., Zhu, X., Pan, S., Jiang, K., & Tong, Z. (2026) · Cognitive and Behavioral Neurology · doi:10.1097/wnn.0000000000000430
- Authors
- Pei, Y.-C., & Bensmaia, S. J.
- Affiliations
- Chang Gung University (TW)
- Department of Organismal Biology and Anatomy, University of Chicago, Chicago, Illinois; and
- ORCID
- Pei, Yu-Cheng
- Venue
- Journal of Neurophysiology
- Publisher
- American Physiological Society
- Published
- 2014-12-15
- Volume
- 112
- Issue
- 12
- Pages
- 3023-3032
- ISSN
- 0022-3077 (ISSN-L)
- 1522-1598
- PMC
- PMC4269710
- OpenAlex
- W2320360449
- Cited by
- 77
- References
- 86
- Citations by year
- 2026: 7 · 2025: 7 · 2024: 4 · 2023: 7 · 2022: 6 · 2021: 10 · 2020: 8 · 2019: 9 · 2018: 4 · 2017: 4 · 2016: 4 · 2015: 7
- FWCI
- 0.48
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Journal of Neurophysiology (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Science Foundation
- National Institute of Neurological Disorders and Stroke (NS 082865, R01NS082865)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Tactile and Sensory Interactions
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Multisensory perception and integration
- Life Sciences › Neuroscience › Cognitive Neuroscience › Motor Control and Adaptation
- Keywords
- primary somatosensory cortex, direction-selective neurons, cutaneous mechanoreceptors, texture, multisensory integration, finger movement, visual-tactile interaction, visual association cortex
- MeSH terms
- Action Potentials, Animals, Humans, Macaca mulatta, Motion Perception, Neurons, Somatosensory Cortex, Visual Cortex, Visual Perception, Touch Perception
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