The DOI matches its Crossref record; 29 of the 29 references it cites were found in a registry or an index.
The Representation of Stimulus Orientation in the Early Stages of Somatosensory Processing
Open accessAbstract
At an early stage of processing, a stimulus is represented as a set of contours. In the representation of form, a critical feature of these local contours is their orientation. In the present study, we investigate the representation of orientation at the somatosensory periphery and in primary somatosensory cortex. We record the responses of mechanoreceptive afferents and of neurons in areas 3b and 1 to oriented bars and edges using a variety of stimulus conditions. We find that orientation is not explicitly represented in the responses of single afferents, but a large proportion of orientation detectors (approximately 50%) can be found in areas 3b and 1. Many neurons in both areas exhibit orientation tuning that is preserved across modes of stimulus presentation (scanned vs indented) and is relatively insensitive to other stimulus parameters, such as amplitude and speed, and to the nature of the stimulus, bar or edge. Orientation-selective neurons tend to be more SA (slowly adapting)-like than RA (rapidly adapting)-like, and the strength of the orientation signal is strongest during the sustained portion of the response to a statically indented bar. The most orientation-selective neurons in SI are comparable in sensitivity with that measured in humans. Finally, responses of SI neurons to bars and edges can be modeled with a high degree of accuracy using Gaussian or Gabor filters. The similarity in the representations of orientation in the visual and somatosensory systems suggests that analogous neural mechanisms mediate early visual and tactile form processing.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The cited source says what the claim attributes to it.
In the citing paper
“Not only are the visual and cutaneous representations of shape analogous in the periphery, they are also analogous in cortex, both involving the decomposition of shape into a set of oriented contours (Bensmaia et al., 2008), then extracting increasingly complex stimulus features, such as curvature (Yau et al., 2013;2009).”
From Biomimetic approaches to bionic touch through a peripheral nerve interface (2015) · cites this paper as Bensmaia et al., 2008
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Receptive fields, binocular interaction and functional architecture in the cat’s visual cortex
Hubel, D. H., & Wiesel, T. N. (1962) · The Journal of Physiology · doi:10.1113/jphysiol.1962.sp006837 · Cited by 13,680
Statistics of Directional Data.
Gokhale, D. V., & Mardia, K. V. (1973) · Biometrics · doi:10.2307/2529189 · Cited by 2,447
Johansson, R. S., & Vallbo, A. B. (1979) · The Journal of Physiology · doi:10.1113/jphysiol.1979.sp012619 · Cited by 1,291
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
Neural Mechanisms of Orientation Selectivity in the Visual Cortex
Ferster, D., & Miller, K. D. (2000) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.23.1.441 · Cited by 665
Orientation Selectivity in Macaque V1: Diversity and Laminar Dependence
Ringach, D. L., Shapley, R. M., & Hawken, M. J. (2002) · Journal of Neuroscience · doi:10.1523/jneurosci.22-13-05639.2002 · Cited by 653
Phillips, J. R., & Johnson, K. (1981) · Journal of Neurophysiology · doi:10.1152/jn.1981.46.6.1192 · Cited by 333
New perspectives on the mechanisms for orientation selectivity
Sompolinsky, H., & Shapley, R. M. (1997) · Current Opinion in Neurobiology · doi:10.1016/s0959-4388(97)80031-1 · Cited by 297
Phillips, J. R., & Johnson, K. O. (1981) · Journal of Neurophysiology · doi:10.1152/jn.1981.46.6.1204 · Cited by 268
Johnson, K. O., & Lamb, G. D. (1981) · The Journal of Physiology · doi:10.1113/jphysiol.1981.sp013540 · Cited by 217
Research works printed but not linked: 1
- Vallbo ÅB Johansson RS (1978) in Actice touch. The mechanism of recognition of objects by manipulation: a multi-disciplinary approach, The tactile sensory innervation of the glabrous skin of the human hand, ed Gordon G (Pergamon, Oxford), pp 29–54.
Cited by
Sorted by citations
Items 101–161 of 161
Correlation of fingertip shear force direction with somatosensory cortical activity in monkey
Fortier-Poisson, P., Langlais, J.-S., & Smith, A. M. (2015) · Journal of Neurophysiology · doi:10.1152/jn.00749.2014 · Cited by 7
Spike train analysis in a digital neuromorphic system of cutaneous mechanoreceptor
Yavari, F., Amiri, M., Rahatabad, F. N., Falotico, E., & Laschi, C. (2019) · Neurocomputing · doi:10.1016/j.neucom.2019.09.043 · Cited by 6
Neural Mechanisms of Tactile Perception
Hsiao, S. S., & Gomez‐Ramirez, M. (2012) · Wiley eBooks · doi:10.1002/9781118133880.hop203008 · Cited by 8
Haptic metameric texturesPreprint
Kuroki, S., Sawayama, M., & Nishida, S. (2019) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/653550 · Cited by 7
Wang, G., & Alais, D. (2024) · Scientific Reports · doi:10.1038/s41598-024-60343-9 · Cited by 6
Multimodal mapping of macaque monkey somatosensory cortex
Niu, M., Rapan, L., Froudist‐Walsh, S., Zhao, L., Funck, T., Amunts, K., & Palomero‐Gallagher, N. (2024) · Progress in Neurobiology · doi:10.1016/j.pneurobio.2024.102633 · Cited by 6
Aδ and not C fibers mediate thermal hyperalgesia to short laser stimuli after burn injury in man
Slimani, H., Plaghki, L., Valenti, P., Werner, M. U., Kehlet, H., & Kupers, R. C. (2018) · Pain · doi:10.1097/j.pain.0000000000001339 · Cited by 5
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
Spatial and temporal codes mediate the tactile perception of natural textures
Bensmaı̈a, S. J. (2014) · IEEE Haptics Symposium · doi:10.1109/haptics.2014.6775421 · Cited by 6
Sutter, C., Fabre, M., Massi, F., Blouin, J., & Mouchnino, L. (2023) · Scientific Reports · doi:10.1038/s41598-023-45381-z · Cited by 4
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
Hidaka, S., Tucciarelli, R., Azañón, E., & Longo, M. R. (2022) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/xhp0001056 · Cited by 4
Bensmaı̈a, S. J., & Manfredi, L. R. (2012) · Elsevier eBooks · doi:10.1016/b978-0-12-375000-6.00363-3 · Cited by 4
Song, W., Inui, T., & Takemura, N. (2010) · Springer eBooks · doi:10.1007/978-90-481-9695-1_70 · Cited by 3
More than the end: OFF response plasticity as a mnemonic signature of a sound’s behavioral salience
Anandakumar, D. B., & Liu, R. C. (2022) · Frontiers in Computational Neuroscience · doi:10.3389/fncom.2022.974264 · Cited by 3
Restoring the sense of touch with electrical stimulation of the nerve and brain
Callier, T., & Bensmaı̈a, S. J. (2021) · Elsevier eBooks · doi:10.1016/b978-0-12-822828-9.00010-1 · Cited by 3
Whitmire, C. J., & Stanley, G. B. (2014) · Nature Neuroscience · doi:10.1038/nn.3730 · Cited by 3
Simões, C. S., Mourão, F. A. G., Guarnieri, L. D. O., Passos, M. C., & Moraes, M. F. D. (2020) · Neuroscience Letters · doi:10.1016/j.neulet.2020.135311 · Cited by 2
Intracortical Brain-machine Interface for Restoring Sensory Motor Function: Progress and Challenges
Wang, X. (2023) · International Journal of Biology and Life Sciences · doi:10.54097/ijbls.v3i2.10514 · Cited by 2
Park, C., Bai, Y., & Choe, Y. (2009) · IEEE Symposium on Computational Intelligence for Multimedia, Signal and Vision Processing (CIMSIVP) · doi:10.1109/cimsvp.2009.4925641 · Cited by 2
Wong, P., & Darío, R. (2013) · Cited by 2
Biological and bionic hands: Natural neural coding and artificial perception
Bensmaı̈a, S. J. (2015) · IEEE World Haptics Conference (WHC) · doi:10.1109/whc.2015.7177674 · Cited by 2
Relative advantage of touch over vision in the exploration of texture
Bai, Y., Park, C., & Choe, Y. (2008) · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · doi:10.1109/icpr.2008.4760961 · Cited by 2
Tactile feature processing and attentional modulation in the human somatosensory system
Wacker, E. (2011) · doi:10.14279/depositonce-3048 · Cited by 2
Soft Tactile Sensor Embedded Artificial Skin
Yin, J. (2017) · ResearchWorks at the University of Washington (University of Washington) · Cited by 2
A neural surveyor to map touch on the bodyPreprint
Miller, L. E., Fabio, C., Azaroual-Sentucq, M., Muret, D., van Beers, R. J., Farnè, A., & Medendorp, W. P. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.06.26.173419 · Cited by 4
Developmental changes in the visual, haptic, and bimodal perception of geometric angles
Holmes, C. A., Cooney, S. M., Dempsey, P., & Newell, F. N. (2024) · Journal of Experimental Child Psychology · doi:10.1016/j.jecp.2024.105870 · Cited by 1
The what, which, when, why and who of Off responses in the auditory system
Edeline, J., & Liu, R. C. (2025) · The Journal of Physiology · doi:10.1113/jp289100 · Cited by 1
Shared early processing of distinct tactile features
Jeschke, M., Azañón, E., & Drewing, K. (2025) · iScience · doi:10.1016/j.isci.2025.114485 · Cited by 1
Restoring vision and touch with cortical microstimulation
Valle, G., Oswalt, D. N., Gaunt, R. A., Roelfsema, P. R., Greenspon, C. M., & Fernandez, E. (2026) · Nature Reviews Bioengineering · doi:10.1038/s44222-026-00449-z · Cited by 1
Andreeva, I. G. (2016) · Journal of Evolutionary Biochemistry and Physiology · doi:10.1134/s002209301605001x · Cited by 1
Event-related potential evidence for tactile orientation processing in the human brain
Yang, J., Ren, R., Yu, Y., Wang, W., Tang, X., Ejima, Y., & Wu, J. (2024) · Experimental Brain Research · doi:10.1007/s00221-024-06783-1 · Cited by 1
Performance and Function Meet Structure: A White Matter Connection Tuned for Vocal Production
Sidtis, J. J., Mubeen, M. A., Asaei, A., Ardekani, B. A., & Sidtis, D. V. L. (2018) · Brain Connectivity · doi:10.1089/brain.2018.0627 · Cited by 1
Single-Unit Responses in Somatosensory Cortex to Precision Grip of Textured Surfaces
Naufel, S. N. (2011) · Arizona State University Library Digital Repository (Arizona State University) · Cited by 1
Zweifel, N. O., Solla, S. A., & Hartmann, M. J. Z. (2022) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2022.08.03.502632 · Cited by 1
Somatosensory Cortex: Neural Coding of Shape
Yau, J. M. (2015) · Encyclopedia of Computational Neuroscience · doi:10.1007/978-1-4614-6675-8_384
Cutaneous Mechanoreceptive Afferents: Neural Coding of Texture
Lieber, J. D. (2015) · Encyclopedia of Computational Neuroscience · doi:10.1007/978-1-4614-6675-8_379
A touching tale: point sensor or pattern detector?
Blake, D. T. (2014) · Nature Neuroscience · doi:10.1038/nn.3820
Bensmaı̈a, S. J., & DiCarlo, J. J. (2015) · Neuron · doi:10.1016/j.neuron.2015.01.015
The vision of Hsiao on somatosensation
Flanders, M., & Soechting, J. F. (2014) · Journal of Neurophysiology · doi:10.1152/jn.00670.2014
Somatosensory Cortex: Organization
Tabot, G. A. (2013) · Encyclopedia of Computational Neuroscience · doi:10.1007/978-1-4614-7320-6_385-1
The somatosensory system: Exploration of digit-area somatotopy and feature-based attention
Schweisfurth, M. A. (2013) · eDiss (Georg-August-Universität Göttingen) · doi:10.53846/goediss-4295
Hsiao, S. S., & Thakur, P. H. (2009) · doi:10.1002/9780470478509.neubb001015
Hierarchical processing underpins competition in tactile perceptual bistabilityPreprint
Darki, F., Ferrario, A., & Rankin, J. (2022) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2022.08.16.504072
Somatosensory Cortex: Neural Coding of Shape
Yau, J. M. (2022) · Encyclopedia of Computational Neuroscience · doi:10.1007/978-1-0716-1006-0_384
Cutaneous Mechanoreceptive Afferents: Neural Coding of Texture
Lieber, J. D. (2022) · Encyclopedia of Computational Neuroscience · doi:10.1007/978-1-0716-1006-0_379
Somatosensory Cortex: Organization
Tabot, G. A. (2022) · Encyclopedia of Computational Neuroscience · doi:10.1007/978-1-0716-1006-0_385
Somatosensory Cortex: Neural Coding of Shape
Yau, J. M. (2013) · Encyclopedia of Computational Neuroscience · doi:10.1007/978-1-4614-7320-6_384-2
Cutaneous Mechanoreceptive Afferents: Neural Coding of Texture
Lieber, J. D. (2014) · Encyclopedia of Computational Neuroscience · doi:10.1007/978-1-4614-7320-6_379-1
Somatosensory Cortex: Neural Coding of Shape
Yau, J. M. (2014) · Encyclopedia of Computational Neuroscience · doi:10.1007/978-1-4614-7320-6_384-3
Somatosensory Cortex: Neural Coding of Shape
Yau, J. M. (2014) · Encyclopedia of Computational Neuroscience · doi:10.1007/978-1-4614-7320-6_384-4
A filter-rectify-filter model of the tactile perception of 3D-printed, texture-defined form
McLean, C. F., Trew, D. J., & Hallum, L. E. (2023) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/embc40787.2023.10341026
Enhanced tactile coding in rat neocortex under darkness
Yamashiro, K., Shiyori, T., Matsumoto, N., & Ikegaya, Y. (2026) · eLife · doi:10.1101/2025.04.11.648316
Enhanced tactile coding in rat neocortex under darknessPreprint
Yamashiro, K., Tanaka, S., Matsumoto, N., & Ikegaya, Y. (2025) · eLife · doi:10.7554/elife.106554
Enhanced Tactile Coding in Rat Neocortex Under DarknessPreprint
Yamashiro, K., Tanaka, S., Matsumoto, N., & Ikegaya, Y. (2025) · eLife · doi:10.7554/elife.106554.1
Enhanced Tactile Coding in Rat Neocortex Under DarknessPreprint
Yamashiro, K., Tanaka, S., Matsumoto, N., & Ikegaya, Y. (2026) · eLife · doi:10.7554/elife.106554.2
Tactile distance adaptation produces a coherent deformation of tactile space
Longo, M. R., Frisco, F., & Azañón, E. (2026) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2026.109450
First Foundational Principle: Touch from Sensing to Perception
Li, B., & Cody, T. (2025) · Springer series on touch and haptic systems · doi:10.1007/978-3-032-16986-0_2
Modeling Multi-Finger Proprioceptive Integration in Haptic Perception of Curved SurfacesPreprint
Zhang, H., Sun, X., Wang, G., Luo, T., Han, T., & Tian, F. (2026) · SSRN Electronic Journal · doi:10.2139/ssrn.6910704
Hierarchical neuronal processing in primary somatosensory cortex during action observationPreprint
Oya, T., Yaron, A., Confais, J., Kubota, S., Kikuta, S., & Seki, K. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.07.01.735792
Tactile Brain Function Mapping of Human Hand Based on Population Receptive Field Model
Luo, D., Wang, Y., Fu, S., Zhang, J., Wang, L., Wu, J., Yan, T., & Tong, X. (2026) · ICME International Conference on Complex Medical Engineering (CME) · doi:10.1109/cme70365.2026.11724210
Metadata
- Authors
- Bensmaia, S. J., Denchev, P. V., Dammann, J. F., Craig, J. C., & Hsiao, S. S.
- Affiliations
- Johns Hopkins University (US)
- Indiana University Bloomington (US)
- ORCID
- Craig, James C.
- Venue
- The Journal of Neuroscience
- Publisher
- Society for Neuroscience
- Published
- 2008-01-16
- Volume
- 28
- Issue
- 3
- Pages
- 776-786
- ISSN
- 0270-6474 (ISSN-L)
- 1529-2401
- PMC
- PMC6670339
- OpenAlex
- W2119454234
- Cited by
- 162
- References
- 29
- Citations by year
- 2026: 7 · 2025: 5 · 2024: 4 · 2023: 5 · 2022: 13 · 2021: 9 · 2020: 9 · 2019: 15 · 2018: 11 · 2017: 9 · 2016: 8 · 2015: 14 · 2014: 16 · 2013: 12 · 2012: 8
- FWCI
- 2.93
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Journal of Neuroscience (publishedVersion, cc-by-nc-sa)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institutes of Health
- National Institute on Deafness and Other Communication Disorders (R01DC000095, DC-00095)
- National Institute of Neurological Disorders and Stroke (R01NS034086, NS 34086, NS-18787, R01NS018787)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Tactile and Sensory Interactions
- Life Sciences › Neuroscience › Cognitive Neuroscience › Visual perception and processing mechanisms
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Multisensory perception and integration
- Keywords
- orientation representation, somatosensory processing, primary somatosensory cortex, area 3b, area 1, orientation tuning, slowly adapting afferents, rapidly adapting afferents, Gabor filters, contour orientation, single neuron responses
- MeSH terms
- Action Potentials, Afferent Pathways, Animals, Brain Mapping, Form Perception, General Adaptation Syndrome, Macaca mulatta, Models, Neurological, Neurons, Orientation, Physical Stimulation, Psychophysics, Somatosensory Cortex, Time Factors, Touch, Normal Distribution
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review