Spatial and temporal codes mediate the tactile perception of natural textures

Tactile sensibility in the human hand: relative and absolute densities of four types of mechanoreceptive units in glabrous skin

Johansson, R. S., & Vallbo, A. B. (1979) · The Journal of Physiology · doi:10.1113/jphysiol.1979.sp012619 · Cited by 1,291 · see citing works

The sense of flutter-vibration: comparison of the human capacity with response patterns of mechanoreceptive afferents from the monkey hand.

Talbot, W. H., Darian-Smith, I., Kornhuber, H. H., & Mountcastle, V. B. (1968) · Journal of Neurophysiology · doi:10.1152/jn.1968.31.2.301 · Cited by 993 · see citing works

First spikes in ensembles of human tactile afferents code complex spatial fingertip events

Johansson, R. S., & Birznieks, I. (2004) · Nature Neuroscience · doi:10.1038/nn1177 · Cited by 637 · see citing works

Metric-space analysis of spike trains: theory, algorithms and application

Victor, J. D., & Purpura, K. P. (1997) · Network Computation in Neural Systems · doi:10.1088/0954-898x_8_2_003 · Cited by 447 · see citing works

Evidence for the duplex theory of tactile texture perception

Hollins, M., & Risner, S. R. (2000) · Perception & Psychophysics · doi:10.3758/bf03206916 · Cited by 440 · see citing works

The Role of Fingerprints in the Coding of Tactile Information Probed with a Biomimetic Sensor

Scheibert, J., Leurent, S., Prevost, A. M., & Debrégeas, G. (2009) · Science · doi:10.1126/science.1166467 · Cited by 421 · see citing works

Tactile Functions of Mechanoreceptive Afferents Innervating the Hand

Johnson, K., Yoshioka, T., & Vega‐Bermudez, F. (2000) · Journal of Clinical Neurophysiology · doi:10.1097/00004691-200011000-00002 · Cited by 351 · see citing works

Tactile spatial resolution. II. Neural representation of Bars, edges, and gratings in monkey primary afferents

Phillips, J. R., & Johnson, K. (1981) · Journal of Neurophysiology · doi:10.1152/jn.1981.46.6.1192 · Cited by 333 · see citing works

Tactile roughness: neural codes that account for psychophysical magnitude estimates

Connor, C., Hsiao, S., Phillips, Jr., & Johnson, K. (1990) · The Journal of Neuroscience · doi:10.1523/jneurosci.10-12-03823.1990 · Cited by 317 · see citing works

Individual differences in perceptual space for tactile textures: Evidence from multidimensional scaling

Hollins, M., Bensmaı̈a, S. J., Karlof, K., & Young, F. W. (2000) · Perception & Psychophysics · doi:10.3758/bf03212154 · Cited by 317 · see citing works

Neural coding of tactile texture: comparison of spatial and temporal mechanisms for roughness perception

Connor, C., & Johnson, K. (1992) · The Journal of Neuroscience · doi:10.1523/jneurosci.12-09-03414.1992 · Cited by 300 · see citing works

The vibrations of texture

Bensmaı̈a, S. J., & Hollins, M. (2003) · Somatosensory & Motor Research · doi:10.1080/0899022031000083825 · Cited by 281 · see citing works

Pacinian representations of fine surface texture

Bensmaı̈a, S. J., & Hollins, M. (2005) · Perception & Psychophysics · doi:10.3758/bf03193537 · Cited by 278 · see citing works

Neuronal Encoding of Texture in the Whisker Sensory Pathway

Arabzadeh, E., Zorzin, E., & Diamond, M. E. (2005) · PLoS Biology · doi:10.1371/journal.pbio.0030017 · Cited by 276 · see citing works

Neural Coding Mechanisms in Tactile Pattern Recognition: The Relative Contributions of Slowly and Rapidly Adapting Mechanoreceptors to Perceived Roughness

Blake, D. T., Hsiao, S. S., & Johnson, K. O. (1997) · Journal of Neuroscience · doi:10.1523/jneurosci.17-19-07480.1997 · Cited by 244 · see citing works

The neural coding of stimulus intensity: linking the population response of mechanoreceptive afferents with psychophysical behavior

Muniak, M. A., Ray, S., Hsiao, S. S., Dammann, J. F., & Bensmaia, S. J. (2007) · The Journal of Neuroscience · doi:10.1523/jneurosci.1486-07.2007 · Cited by 235 · cited 3× · see citing works

Structure of Receptive Fields in Area 3b of Primary Somatosensory Cortex in the Alert Monkey

DiCarlo, J. J., Johnson, K. O., & Hsiao, S. S. (1998) · Journal of Neuroscience · doi:10.1523/jneurosci.18-07-02626.1998 · Cited by 215 · see citing works

Tactual roughness perception: Spatial and temporal determinants.

Lederman, S. J. (1983) · Canadian Journal of Psychology/Revue Canadienne de Psychologie · doi:10.1037/h0080750 · Cited by 197 · see citing works

Neural Coding Mechanisms Underlying Perceived Roughness of Finely Textured Surfaces

Yoshioka, T., Gibb, B., Dorsch, A. K., Hsiao, S. S., & Johnson, K. O. (2001) · Journal of Neuroscience · doi:10.1523/jneurosci.21-17-06905.2001 · Cited by 179 · see citing works

Temporal Frequency Channels Are Linked across Audition and Touch

Yau, J. M., Olenczak, J. B., Dammann, J. F., & Bensmaı̈a, S. J. (2009) · Current Biology · doi:10.1016/j.cub.2009.02.013 · Cited by 175 · see citing works

Millisecond precision spike timing shapes tactile perception

Mackevicius, E. L., Best, M. D., Saal, H. P., & Bensmaia, S. J. (2012) · The Journal of Neuroscience · doi:10.1523/jneurosci.2161-12.2012 · Cited by 171 · see citing works

Vibrotactile adaptation impairs discrimination of fine, but not coarse, textures

Hollins, M. (2001) · Somatosensory & Motor Research · doi:10.1080/01421590120089640 · Cited by 171 · see citing works

Spatial pattern representation and transformation in monkey somatosensory cortex.

Phillips, J. R., Johnson, K. O., & Hsiao, S. S. (1988) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.85.4.1317 · Cited by 169 · see citing works

Multiplexing Stimulus Information through Rate and Temporal Codes in Primate Somatosensory Cortex

Harvey, M., Saal, H. P., Dammann, J. F., & Bensmaı̈a, S. J. (2013) · PLoS Biology · doi:10.1371/journal.pbio.1001558 · Cited by 164 · see citing works

The representation of stimulus orientation in the early stages of somatosensory processing

Bensmaia, S. J., Denchev, P. V., Dammann, J. F., Craig, J. C., & Hsiao, S. S. (2008) · The Journal of Neuroscience · doi:10.1523/jneurosci.4162-07.2008 · Cited by 162 · see citing works

Texture-induced vibrations in the forearm during tactile exploration

Delhaye, B., Hayward, V., Lefèvre, P., & Thonnard, J.-L. (2012) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2012.00037 · Cited by 152 · see citing works

Vibratory Adaptation of Cutaneous Mechanoreceptive Afferents

Bensmaı̈a, S. J., Leung, Y. Y., Hsiao, S. S., & Johnson, K. O. (2005) · Journal of Neurophysiology · doi:10.1152/jn.00002.2005 · Cited by 147 · 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

Music in Our Ears: The Biological Bases of Musical Timbre Perception

Patil, K., Pressnitzer, D., Shamma, S., & Elhilali, M. (2012) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1002759 · Cited by 120 · see citing works

The effect of surface wave propagation on neural responses to vibration in primate glabrous skin

Manfredi, L. R., Baker, A. T., Elias, D. O., Dammann, J. F., Zielinski, M. C., Polashock, V. S., & Bensmaia, S. J. (2012) · PLoS ONE · doi:10.1371/journal.pone.0031203 · Cited by 117 · see citing works

Time-Course of Vibratory Adaptation and Recovery in Cutaneous Mechanoreceptive Afferents

Leung, Y. Y., Bensmaı̈a, S. J., Hsiao, S. S., & Johnson, K. O. (2005) · Journal of Neurophysiology · doi:10.1152/jn.00001.2005 · Cited by 107 · 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

A comparison of visual and two modes of tactual letter resolution

Phillips, J. R., Johnson, K. O., & Browne, H. M. (1983) · Perception & Psychophysics · doi:10.3758/bf03202952 · Cited by 80 · see citing works

Information about Complex Fingertip Parameters in Individual Human Tactile Afferent Neurons

Saal, H. P., Vijayakumar, S., & Johansson, R. S. (2009) · Journal of Neuroscience · doi:10.1523/jneurosci.0665-09.2009 · Cited by 69 · see citing works

A rotating drum stimulator for scanning embossed patterns and textures across the skin

Johnson, K. O., & Phillips, J. R. (1988) · Journal of Neuroscience Methods · doi:10.1016/0165-0270(88)90043-x · Cited by 53 · 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

Neural Coding

Johnson, K. O. (2000) · Neuron · doi:10.1016/s0896-6273(00)81193-9 · Cited by 41 · see citing works

Comparing the effects of isoflurane and pentobarbital on the responses of cutaneous mechanoreceptive afferents

Cheng, J., Weber, A. I., & Bensmaı̈a, S. J. (2013) · BMC Anesthesiology · doi:10.1186/1471-2253-13-10 · Cited by 9 · see citing works

Pursuing prosthetic electronic skin

Chortos, A., Liu, J., & Bao, Z. (2016) · Nature Materials · doi:10.1038/nmat4671 · Cited by 2,396 · see citing works

A hierarchically patterned, bioinspired e-skin able to detect the direction of applied pressure for robotics

Boutry, C. M., Negre, M., Jorda, M., Vardoulis, O., Chortos, A., Khatib, O., & Bao, Z. (2018) · Science Robotics · doi:10.1126/scirobotics.aau6914 · Cited by 931 · see citing works

Flexible Electronics: Stretchable Electrodes and Their Future

Huang, S., Liu, Y., Zhao, Y., Ren, Z., & Guo, C. F. (2019) · Advanced Functional Materials · doi:10.1002/adfm.201805924 · Cited by 855 · see citing works

Skin‐Inspired Piezoelectric Tactile Sensor Array with Crosstalk‐Free Row+Column Electrodes for Spatiotemporally Distinguishing Diverse Stimuli

Lin, W., Wang, B., Peng, G., Yao, S., Hu, H., & Yang, Z. (2021) · Advanced Science · doi:10.1002/advs.202002817 · Cited by 398 · see citing works

Intraneural stimulation elicits discrimination of textural features by artificial fingertip in intact and amputee humans

Oddo, C. M., Raspopović, S., Artoni, F., Mazzoni, A., Spigler, G., Petrini, F. M., Giambattistelli, F., Vecchio, F., Miraglia, F., Zollo, L., et al. (2016) · eLife · doi:10.7554/elife.09148 · Cited by 328 · see citing works

Sensory feedback for limb prostheses in amputees

Raspopovic, S., Valle, G., & Petrini, F. M. (2021) · Nature Materials · doi:10.1038/s41563-021-00966-9 · Cited by 308 · see citing works

Recent Progress in Flexible Pressure Sensors Based Electronic Skin

Claver, U. P., & Zhao, G. (2021) · Advanced Engineering Materials · doi:10.1002/adem.202001187 · Cited by 293 · see citing works

Skin-Inspired Textile-Based Tactile Sensors Enable Multifunctional Sensing of Wearables and Soft RobotsPreprint

Pang, Y., Xu, X., Chen, S., Fang, Y., Shi, X., Deng, Y., Wang, Z. L., & Cao, C. C. (2022) · SSRN Electronic Journal · doi:10.1016/j.nanoen.2022.107137 · Cited by 291 · see citing works

Touch is a team effort: interplay of submodalities in cutaneous sensibility

Saal, H. P., & Bensmaia, S. J. (2014) · Trends in Neurosciences · doi:10.1016/j.tins.2014.08.012 · Cited by 280 · see citing works

Soft Sensors and Actuators for Wearable Human–Machine Interfaces

Park, J., Lee, Y., Cho, S., Choe, A., Yeom, J., Ro, Y. G., Kim, J., Kang, D., Lee, S., & Ko, H. (2024) · Chemical Reviews · doi:10.1021/acs.chemrev.3c00356 · Cited by 282 · see citing works

Simulating tactile signals from the whole hand with millisecond precision

Saal, H. P., Delhaye, B. P., Rayhaun, B. C., & Bensmaı̈a, S. J. (2017) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1704856114 · Cited by 263 · see citing works

Restoration of sensory information via bionic hands

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

The neural mechanisms of manual dexterity

Sobinov, A. R., & Bensmaia, S. J. (2021) · Nature Reviews Neuroscience · doi:10.1038/s41583-021-00528-7 · Cited by 248 · see citing works

Physical sensors for skin‐inspired electronics

Li, S., Zhang, Y., Wang, Y., Xia, K., Yin, Z., Wang, H., Zhang, M., Liang, X., Lü, H., Zhu, M., et al. (2019) · InfoMat · doi:10.1002/inf2.12060 · Cited by 245 · see citing works

Neural Basis of Touch and Proprioception in Primate Cortex

Delhaye, B. P., Long, K. H., & Bensmaia, S. J. (2018) · Comprehensive Physiology · doi:10.1002/cphy.c170033 · Cited by 214 · see citing works

Natural scenes in tactile texture

Manfredi, L. R., Saal, H. P., Brown, K. J., Zielinski, M. C., Dammann, J. F., Polashock, V. S., & Bensmaia, S. J. (2014) · Journal of Neurophysiology · doi:10.1152/jn.00680.2013 · Cited by 211 · see citing works

Artificial Neuron Devices

He, K., Wang, C., He, Y., Su, J., & Chen, X. (2023) · Chemical Reviews · doi:10.1021/acs.chemrev.3c00527 · Cited by 202 · see citing works

Self-Powered Pressure- and Vibration-Sensitive Tactile Sensors for Learning Technique-Based Neural Finger Skin

Chun, S., Son, W., Kim, H., Lim, S. K., Pang, C., & Choi, C. (2019) · Nano Letters · doi:10.1021/acs.nanolett.9b00922 · Cited by 190 · 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

Super-resolution wearable electrotactile rendering system

Lin, W., Zhang, D., Lee, W. W., Li, X., Hong, Y., Pan, Q., Zhang, R., Peng, G., Tan, H. Z., Zhang, Z., et al. (2022) · Science Advances · doi:10.1126/sciadv.abp8738 · Cited by 156 · see citing works

Skin and Mechanoreceptor Contribution to Tactile Input for Perception: A Review of Simulation Models

Deflorio, D., Luca, M. D., & Wing, A. M. (2022) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2022.862344 · Cited by 121 · see citing works

Multimodal Interactions between Proprioceptive and Cutaneous Signals in Primary Somatosensory Cortex

Kim, S. S., Gomez‐Ramirez, M., Thakur, P. H., & Hsiao, S. S. (2015) · Neuron · doi:10.1016/j.neuron.2015.03.020 · Cited by 111 · see citing works

Neuromorphic Artificial Touch for Categorization of Naturalistic Textures

Rongala, U. B., Mazzoni, A., & Oddo, C. M. (2015) · IEEE Transactions on Neural Networks and Learning Systems · doi:10.1109/tnnls.2015.2472477 · Cited by 113 · see citing works

A comprehensive review on triboelectric sensors and AI-integrated systems

Duan, S., Zhang, H., Liu, L., Lin, Y., Zhao, F., Chen, P., Cao, S., Zhou, K., Gao, C., Liu, Z., et al. (2024) · Materials Today · doi:10.1016/j.mattod.2024.08.013 · Cited by 100 · see citing works

Analysis of haptic information in the cerebral cortex

Sathian, K. (2016) · Journal of Neurophysiology · doi:10.1152/jn.00546.2015 · Cited by 97 · see citing works

The role of tactile afference in shaping motor behaviour and implications for prosthetic innovation

Ackerley, R., & Kavounoudias, A. (2015) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2015.06.024 · Cited by 96 · see citing works

High Spatiotemporal Resolution ECoG Recording of Somatosensory Evoked Potentials with Flexible Micro-Electrode Arrays

Kaiju, T., Keiichi, D., Yokota, M., Watanabe, K., Inoue, M., Ando, H., Takahashi, K., Yoshida, F., Hirata, M., & Suzuki, T. (2017) · Frontiers in Neural Circuits · doi:10.3389/fncir.2017.00020 · Cited by 94 · see citing works

Biomimetic encoding model for restoring touch in bionic hands through a nerve interface

Okorokova, E. V., He, Q., & Bensmaı̈a, S. J. (2018) · Journal of Neural Engineering · doi:10.1088/1741-2552/aae398 · Cited by 90 · see citing works

Kinematics of unconstrained tactile texture exploration

Callier, T., Saal, H. P., Davis‐Berg, E. C., & Bensmaı̈a, S. J. (2015) · Journal of Neurophysiology · doi:10.1152/jn.00703.2014 · Cited by 92 · see citing works

Roughness perception: A multisensory/crossmodal perspective

Stefano, N. D., & Spence, C. J. (2022) · Attention Perception & Psychophysics · doi:10.3758/s13414-022-02550-y · Cited by 97 · see citing works

NeuroTac: A Neuromorphic Optical Tactile Sensor applied to Texture Recognition

Ward-Cherrier, B., Pestell, N., & Lepora, N. F. (2020) · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · doi:10.1109/icra40945.2020.9197046 · Cited by 90 · see citing works

Multifunctional biomimetic tactile system via a stick-slip sensing strategy for human–machine interactions

Li, Y., Zhao, M., Yan, Y., He, L., Wang, Y., Xiong, Z., Wang, S., Bai, Y., Sun, F., Lu, Q., et al. (2022) · npj Flexible Electronics · doi:10.1038/s41528-022-00183-7 · Cited by 90 · see citing works

Touch uses frictional cues to discriminate flat materials

Gueorguiev, D., Bochereau, S., Mouraux, A., Vincent Hayward, B., & Thonnard, J. (2016) · Scientific Reports · doi:10.1038/srep25553 · Cited by 84 · see citing works

Touch, Texture and Haptic Feedback: A Review on How We Feel the World around Us

See, A. R., Choco, J. A. G., & Chandramohan, K. (2022) · Applied Sciences · doi:10.3390/app12094686 · Cited by 89 · see citing works

The Slip Hypothesis: Tactile Perception and its Neuronal Bases

Schwarz, C. (2016) · Trends in Neurosciences · doi:10.1016/j.tins.2016.04.008 · Cited by 82 · see citing works

Importance of spike timing in touch: an analogy with hearing?

Saal, H. P., Wang, X., & Bensmaı̈a, S. J. (2016) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2016.07.013 · Cited by 80 · see citing works

The neural basis of tactile motion perception

Pei, Y.-C., & Bensmaia, S. J. (2014) · Journal of Neurophysiology · doi:10.1152/jn.00391.2014 · Cited by 77 · see citing works

Dynamic tactility by position-encoded spike spectrum

Kim, T. Y., Kim, J., You, I., Oh, J., Kim, S.-P., & Jeong, U. (2022) · Science Robotics · doi:10.1126/scirobotics.abl5761 · Cited by 76 · see citing works

Frequency Shapes the Quality of Tactile Percepts Evoked through Electrical Stimulation of the Nerves

Graczyk, E. L., Christie, B. P., He, Q., Tyler, D. J., & Bensmaia, S. J. (2022) · Journal of Neuroscience · doi:10.1523/jneurosci.1494-21.2021 · Cited by 77 · see citing works

Elastohydrodynamic friction of robotic and human fingers on soft micropatterned substrates.

Peng, Y., Serfass, C. M., Kawazoe, A., Shao, Y., Gutierrez, K., Hill, C. N., Santos, V. J., Visell, Y., & Hsiao, L. C. (2021) · PubMed · doi:10.1038/s41563-021-00990-9 · Cited by 20 · see citing works

Neural Basis of Touch and Proprioception in Primate Cortex

Delhaye, B. P., Long, K. H., & Bensmaı̈a, S. J. (2018) · Comprehensive physiology · doi:10.1002/j.2040-4603.2018.tb00045.x · Cited by 69 · see citing works

High-dimensional representation of texture in somatosensory cortex of primates

Lieber, J. D., & Bensmaı̈a, S. J. (2019) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1818501116 · Cited by 66 · see citing works

Rate and timing of cortical responses driven by separate sensory channels

Saal, H. P., Harvey, M. A., & Bensmaı̈a, S. J. (2015) · eLife · doi:10.7554/elife.10450 · Cited by 63 · see citing works

Human-Inspired Neurorobotic System for Classifying Surface Textures by Touch

Friedl, K. E., Voelker, A. R., Peer, A., & Eliasmith, C. (2016) · IEEE Robotics and Automation Letters · doi:10.1109/lra.2016.2517213 · Cited by 66 · see citing works

The Application of Tactile, Audible, and Ultrasonic Forces to Human Fingertips Using Broadband Electroadhesion

Shultz, C. D., Peshkin, M. A., & Colgate, J. E. (2018) · IEEE Transactions on Haptics · doi:10.1109/toh.2018.2793867 · Cited by 66 · see citing works

Slip-Based Coding of Local Shape and Texture in Mouse S1

Isett, B. R., Feasel, S. H., Lane, M. A., & Feldman, D. E. (2018) · Neuron · doi:10.1016/j.neuron.2017.12.021 · Cited by 64 · see citing works

Adaptive and Selective Time Averaging of Auditory Scenes

McWalter, R., & McDermott, J. H. (2018) · Current Biology · doi:10.1016/j.cub.2018.03.049 · Cited by 62 · see citing works

Spike Timing Matters in Novel Neuronal Code Involved in Vibrotactile Frequency Perception

Birznieks, I., & Vickery, R. M. (2017) · Current Biology · doi:10.1016/j.cub.2017.04.011 · Cited by 59 · see citing works

Wearable Mechanotransduced Tactile Sensor for Haptic Perception

Yeo, J. C., Liu, Z., Zhang, Z., Zhang, P., Wang, Z., & Lim, C. T. (2017) · Advanced Materials Technologies · doi:10.1002/admt.201700006 · Cited by 60 · see citing works

Speed invariance of tactile texture perception

Boundy-Singer, Z. M., Saal, H. P., & Bensmaı̈a, S. J. (2017) · Journal of Neurophysiology · doi:10.1152/jn.00161.2017 · Cited by 60 · see citing works

PVC-SLP: Perceptual Vibrotactile-Signal Compression Based-on Sparse Linear Prediction

Hassen, R., Güleçyüz, B., & Steinbach, E. G. (2020) · IEEE Transactions on Multimedia · doi:10.1109/tmm.2020.3042674 · Cited by 59 · see citing works

Approaches to deformable physical sensors: Electronic versus iontronic

Kim, T. Y., Suh, W., & Jeong, U. (2021) · Materials Science and Engineering R Reports · doi:10.1016/j.mser.2021.100640 · Cited by 58 · see citing works

Soft Touch using Soft Pneumatic Actuator–Skin as a Wearable Haptic Feedback Device

Sonar, H., Huang, J.-L., & Paik, J. K. (2021) · Advanced Intelligent Systems · doi:10.1002/aisy.202000168 · Cited by 57 · see citing works

Active electronic skin: an interface towards ambient haptic feedback on physical surfaces

Guo, Y. C., Wang, Y., Tong, Q., Shan, B., He, L., Zhang, Y., & Wang, D. (2024) · npj Flexible Electronics · doi:10.1038/s41528-024-00311-5 · Cited by 60 · see citing works

Motion Makes Sense: An Adaptive Motor-Sensory Strategy Underlies the Perception of Object Location in Rats

Saraf‐Sinik, I., Assa, E., & Ahissar, E. (2015) · Journal of Neuroscience · doi:10.1523/jneurosci.4149-14.2015 · Cited by 54 · 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

Tactile perception of pleasantness in relation to perceived softness

Pasqualotto, A., Ng, M., Tan, Z. Y., & Kitada, R. (2020) · Scientific Reports · doi:10.1038/s41598-020-68034-x · Cited by 55 · see citing works

A Bionic Textile Sensory System for Humanoid Robots Capable of Intelligent Texture Recognition

Zheng, X., Zhang, R., Ding, B., Zhang, Z., Shi, Y., Yin, L., Cao, W., Wang, Z., Li, G., Liu, Z., et al. (2025) · Advanced Materials · doi:10.1002/adma.202417729 · Cited by 55 · see citing works

Organic Haptics: Intersection of Materials Chemistry and Tactile Perception

Lipomi, D. J., Dhong, C., Carpenter, C. W., Root, N., & Ramachandran, V. S. (2019) · Advanced Functional Materials · doi:10.1002/adfm.201906850 · Cited by 56 · see citing works

E-Skins: Biomimetic Sensing and Encoding for Upper Limb Prostheses

Iskarous, M. M., & Thakor, N. V. (2019) · Proceedings of the IEEE · doi:10.1109/jproc.2019.2939369 · Cited by 54 · see citing works

Towards Effective Tactile Identification of Textures using a Hybrid Touch Approach

Taunyazov, T., Koh, H. F., Wu, Y. J., Cai, C., & Soh, H. (2019) · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · doi:10.1109/icra.2019.8793967 · Cited by 53 · see citing works

Human Touch Receptors Are Sensitive to Spatial Details on the Scale of Single Fingerprint Ridges

Jarocka, E., Pruszynski, J. A., & Johansson, R. S. (2021) · Journal of Neuroscience · doi:10.1523/jneurosci.1716-20.2021 · Cited by 54 · see citing works

A skin-beyond tactile sensor as interfaces between the prosthetics and biological systems

Duan, S., Yang, H., Hong, J., Li, Y., Lin, Y., Zhu, D., Lei, W., & Wu, J. (2022) · Nano Energy · doi:10.1016/j.nanoen.2022.107665 · Cited by 50 · see citing works

Tactile sensory system: encoding from the periphery to the cortex

Jones, L. A., & Smith, A. M. (2014) · WIREs Systems Biology and Medicine · doi:10.1002/wsbm.1267 · Cited by 49 · see citing works

EEG frequency tagging to explore the cortical activity related to the tactile exploration of natural textures

Moungou, A., Thonnard, J., & Mouraux, A. (2016) · Scientific Reports · doi:10.1038/srep20738 · Cited by 50 · see citing works

Tactile Perception of Roughness and Hardness to Discriminate Materials by Friction-Induced Vibration

Ding, S., Pan, Y., Tong, M., & Zhao, X. (2017) · Sensors · doi:10.3390/s17122748 · Cited by 52 · see citing works

Compression of dynamic tactile information in the human hand

Shao, Y., Vincent Hayward, B., & Visell, Y. (2020) · Science Advances · doi:10.1126/sciadv.aaz1158 · Cited by 48 · see citing works

Surface haptic rendering of virtual shapes through change in surface temperature

Choi, C., Ma, Y., Li, X., Chatterjee, S., Sequeira, S., Friesen, R. F., Felts, J. R., & Hipwell, M. C. (2022) · Science Robotics · doi:10.1126/scirobotics.abl4543 · Cited by 47 · see citing works

The encoding of touch by somatotopically aligned dorsal column subdivisions

Turecek, J., Lehnert, B. P., & Ginty, D. D. (2022) · Nature · doi:10.1038/s41586-022-05470-x · Cited by 44 · see citing works

Contact geometry and mechanics predict friction forces during tactile surface exploration

Janko, M., Wiertlewski, M., & Visell, Y. (2018) · Scientific Reports · doi:10.1038/s41598-018-23150-7 · Cited by 43 · see citing works

Tactile perception of randomly rough surfaces

Sahli, R., Prot, A. J. M., Wang, A., Müser, M. H., Piovarči, M., Didyk, P., & Bennewitz, R. (2020) · Scientific Reports · doi:10.1038/s41598-020-72890-y · Cited by 43 · 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

The biology of skin wetness perception and its implications in manual function and for reproducing complex somatosensory signals in neuroprosthetics

Filingeri, D., & Ackerley, R. (2017) · Journal of Neurophysiology · doi:10.1152/jn.00883.2016 · Cited by 42 · see citing works

Tactile perception of the roughness of 3D-printed textures

Tymms, C., Zorin, D., & Gardner, E. P. (2017) · Journal of Neurophysiology · doi:10.1152/jn.00564.2017 · Cited by 44 · see citing works

The three-second “subjective present”: A critical review and a new proposal.

White, P. A. (2017) · Psychological Bulletin · doi:10.1037/bul0000104 · Cited by 41 · see citing works

The neural code for tactile roughness in the somatosensory nerves

Lieber, J. D., Xia, X., Weber, A. I., & Bensmaı̈a, S. J. (2017) · Journal of Neurophysiology · doi:10.1152/jn.00374.2017 · Cited by 39 · see citing works

Effect of scanning speed on texture-elicited vibrations

Greenspon, C. M., McLellan, K. R., Lieber, J. D., & Bensmaı̈a, S. J. (2020) · Journal of The Royal Society Interface · doi:10.1098/rsif.2019.0892 · Cited by 41 · see citing works

Texture recognition based on multi-sensory integration of proprioceptive and tactile signals

Rostamian, B., Koolani, M., Abdollahzade, P., Lankarany, M., Falotico, E., Amiri, M., & Thakor, N. V. (2022) · Scientific Reports · doi:10.1038/s41598-022-24640-5 · Cited by 40 · 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

Tactile Acuity Charts: A Reliable Measure of Spatial Acuity

Bruns, P., Camargo, C. J., Campanella, H., Estéve, J., Dinse, H. R., & Röder, B. (2014) · PLoS ONE · doi:10.1371/journal.pone.0087384 · Cited by 39 · see citing works

Tactile Frequency-Specific High-Gamma Activities in Human Primary and Secondary Somatosensory Cortices

Ryun, S., Kim, J. S., Lee, H., & Chung, C. K. (2017) · Scientific Reports · doi:10.1038/s41598-017-15767-x · Cited by 39 · 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

Data-Driven Texture Rendering on an Electrostatic Tactile Display

Ilkhani, G., Aziziaghdam, M., & Samur, E. (2017) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2017.1286766 · Cited by 38 · see citing works

Brain networks underlying tactile softness perception: A functional magnetic resonance imaging study

Kitada, R., Doizaki, R., Kwon, J., Tanigawa, T., Nakagawa, E., Kochiyama, T., Kajimoto, H., Sakamoto, M., & Sadato, N. (2019) · NeuroImage · doi:10.1016/j.neuroimage.2019.04.044 · Cited by 38 · see citing works

Morphological Neural Computation Restores Discrimination of Naturalistic Textures in Trans-radial Amputees

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

Sensory computations in the cuneate nucleus of macaques

Suresh, A. K., Greenspon, C. M., He, Q., Rosenow, J. M., Miller, L. E., & Bensmaı̈a, S. J. (2021) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2115772118 · Cited by 36 · see citing works

The language of the brain: real-world neural population codes

Pruszynski, J. A., & Zylberberg, J. (2019) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2019.06.005 · Cited by 33 · see citing works

Engineered Mechanosensors Inspired by Biological Mechanosensilla

Wang, Q., Fan, C., Gui, Y., Zhang, L., Zhang, J., Sun, L., Wang, K., & Han, Z. (2021) · Advanced Materials Technologies · doi:10.1002/admt.202100352 · Cited by 36 · see citing works

Perceptual Spaces: Mathematical Structures to Neural Mechanisms

Zaidi, Q., Victor, J. D., McDermott, J. H., Geffen, M. N., Bensmaı̈a, S. J., & Cleland, T. A. (2013) · Journal of Neuroscience · doi:10.1523/jneurosci.3343-13.2013 · Cited by 39 · see citing works

Localized Haptic Texture

Rekik, Y., Vezzoli, E., Grisoni, L., & Giraud, F. (2017) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3025453.3026010 · Cited by 36 · see citing works

Feeling fine - the effect of topography and friction on perceived roughness and slipperiness

Arvidsson, M., Ringstad, L., Skedung, L., Duvefelt, K., & Rutland, M. W. (2017) · Biotribology · doi:10.1016/j.biotri.2017.01.002 · Cited by 35 · see citing works

Spatiotemporal Dynamics of the Cortical Responses Induced by a Prolonged Tactile Stimulation of the Human Fingertips

Genna, C., Oddo, C. M., Fanciullacci, C., Chisari, C., Jörntell, H., Artoni, F., & Micera, S. (2017) · Brain Topography · doi:10.1007/s10548-017-0569-8 · Cited by 35 · see citing works

Fins as Mechanosensors for Movement and Touch-Related Behaviors

Aiello, B. R., Hardy, A. R., Westneat, M. W., & Hale, M. E. (2018) · Integrative and Comparative Biology · doi:10.1093/icb/icy065 · Cited by 34 · see citing works

The Effect of Task Instruction on Haptic Texture Processing: The Neural Underpinning of Roughness and Spatial Density Perception

Eck, J., Kaas, A. L., Mulders, J. L. J., Hausfeld, L. G., Kourtzi, Z., & Goebel, R. (2014) · Cerebral Cortex · doi:10.1093/cercor/bhu294 · Cited by 34 · see citing works

The neural basis of tactile texture perception

Lieber, J. D., & Bensmaı̈a, S. J. (2022) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2022.102621 · Cited by 35 · see citing works

A Digital Hardware Realization for Spiking Model of Cutaneous Mechanoreceptor

Salimi-Nezhad, N., Amiri, M., Falotico, E., & Laschi, C. (2018) · Frontiers in Neuroscience · doi:10.3389/fnins.2018.00322 · Cited by 33 · see citing works

Bio-Inspired Haptic Feedback for Artificial Palpation in Robotic Surgery

Ouyang, Q., Wu, J., Sun, S., Pensa, J. W., Abiri, A., Dutson, E., & Bisley, J. W. (2021) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2021.3076094 · Cited by 33 · see citing works

Texture is encoded in precise temporal spiking patterns in primate somatosensory cortex

Long, K. H., Lieber, J. D., & Bensmaı̈a, S. J. (2022) · Nature Communications · doi:10.1038/s41467-022-28873-w · Cited by 31 · see citing works

Ultrafast readout, crosstalk suppression iontronic array enabled by frequency-coding architecture

Li, Z., Yang, J., Zhang, Y., Geng, P., Feng, J., Chen, B., Zhang, X., Yuan, G., Chen, X., & Wang, T. (2024) · npj Flexible Electronics · doi:10.1038/s41528-024-00295-2 · Cited by 32 · see citing works

Bioinspired Adaptive Sensors: A Review on Current Developments in Theory and Application

Gong, G., Zhou, Y., Li, Q., Zhao, W., Geng, S., Li, H., Leng, Y., Zhu, S., Ding, G., Zhai, Y., et al. (2025) · Advanced Materials · doi:10.1002/adma.202505420 · Cited by 31 · see citing works

Texture is encoded in precise temporal spiking patterns in primate somatosensory cortex

Long, K. H., Lieber, J. D., & Bensmaı̈a, S. J. (2022) · Nature Communications · doi:10.1038/s41467-022-28873-w · Cited by 31 · see citing works

The neural basis of tactile texture perception

Lieber, J. D., & Bensmaı̈a, S. J. (2022) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2022.102621 · Cited by 35 · see citing works

Neural coding of tactile texture: comparison of spatial and temporal mechanisms for roughness perception

Connor, C., & Johnson, K. (1992) · The Journal of Neuroscience · doi:10.1523/jneurosci.12-09-03414.1992 · Cited by 300 · see citing works

Millisecond precision spike timing shapes tactile perception

Mackevicius, E. L., Best, M. D., Saal, H. P., & Bensmaia, S. J. (2012) · The Journal of Neuroscience · doi:10.1523/jneurosci.2161-12.2012 · Cited by 171 · see citing works

Touch Spanning Spatial Scales: Texture Coding along the Somatosensory Neuraxis

Long, K. H. (2021) · Knowledge@UChicago (University of Chicago) · doi:10.6082/uchicago.3366