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The vestibular system: multimodal integration and encoding of self-motion for motor control
Open accessAbstract
Understanding how sensory pathways transmit information under natural conditions remains a major goal in neuroscience. The vestibular system plays a vital role in everyday life, contributing to a wide range of functions from reflexes to the highest levels of voluntary behavior. Recent experiments establishing that vestibular (self-motion) processing is inherently multimodal also provide insight into a set of interrelated questions. What neural code is used to represent sensory information in vestibular pathways? How do the interactions between the organism and the environment shape encoding? How is self-motion information processing adjusted to meet the needs of specific tasks? This review highlights progress that has recently been made towards understanding how the brain encodes and processes self-motion to ensure accurate motor control.
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“Any discrepancy between the expected and reafferent signals represents a sensory conflict that potentially could be provocative (Brooks and Cullen 2009, 2013; Cullen 2012; Cullen et al. 2009; Saab and Willis 2001; Serra et al. 1998).”
From Motion sickness: more than nausea and vomiting (2014) · cites this paper as Cullen 2012
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“Both the hippocampus and vestibular cortex might play a role in forming internal model.”
From Motion Sickness: Current Knowledge and Recent Advance. (2016) · cites this paper as [8]
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“Several lines of evidence suggest that brain regions involved in space orientation and motion perception (hippocampus and vestibular cortex) are areas where internal model stores [7,8].”
From Motion Sickness: Current Knowledge and Recent Advance. (2016) · cites this paper as [8]
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“Recent work by Cullen and colleagues on the cerebellar and vestibular mechanisms related to the control and appreciation of head and body movements has shown the important relationship between corollary discharge signals and reafferent signals associated with the resulting movement of the head or body.”
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Cites
Spikes: Exploring the Neural Code
Rieke, F. M., Warland, D., van Steveninck, R. R. D. R., & Bialek, W. (1996) · Medical Entomology and Zoology · Cited by 2,844
The Head Direction Signal: Origins and Sensory-Motor Integration
Taube, J. S. (2007) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.29.051605.112854 · Cited by 969
Vestibular System: The Many Facets of a Multimodal Sense
Angelaki, D. E., & Cullen, K. E. (2008) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.31.060407.125555 · Cited by 966
Self-citationLearning and memory : a comprehensive reference
Byrne, J. (2008) · Elsevier eBooks · doi:10.1016/c2009-1-03733-2 · Cited by 779
Neuronal variability: noise or part of the signal?
Stein, R. B., Gossen, E., & Jones, K. (2005) · Nature Reviews Neuroscience · doi:10.1038/nrn1668 · Cited by 691
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 651
Waespe, W., & Henn, V. S. (1977) · Experimental Brain Research · doi:10.1007/bf00239041 · Cited by 598
Frequency and velocity of rotational head perturbations during locomotion
Grossman, G. E., Leigh, R. J., Abel, L. A., Lanska, D. J., & Thurston, S. E. (1988) · Experimental Brain Research · doi:10.1007/bf00247595 · Cited by 574
Guldin, W. O., & Grüsser, O.-J. (1998) · Trends in Neurosciences · doi:10.1016/s0166-2236(97)01211-3 · Cited by 504
Sensitivity to perturbations in vivo implies high noise and suggests rate coding in cortex
London, M., Roth, A., Beeren, L., Häusser, M., & Latham, P. E. (2010) · Nature · doi:10.1038/nature09086 · Cited by 452
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Korchi, K. (2019) · theses.fr (ABES) · doi:10.70675/5853011bz9667z4497za72czebebc4b1fa88 · Cited by 1
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Moemeni, A. (2014) · DMU Open Research Archive (De Montfort University)
Daie, K. (2014) · eCommons (Cornell University)
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Mitchell, D. E., & Cullen, K. E. (2015) · Elsevier eBooks · doi:10.1016/b978-0-08-097086-8.55054-5
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Kutsar, J. (2013) · DSpace repository (University of Tartu)
Functional Organization of Human Balance Control as Basis for Rehabilitation Planning: The MCS Model
Alpini, D. C., Cesarani, A., & Brugnoni, G. (2014) · Springer eBooks · doi:10.1007/978-3-319-05482-7_2
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Mandujano, M., Sánchez, C. S., Katona, F., & Berényi, M. (2015) · Ciencias Clínicas · doi:10.1016/j.cc.2015.12.001
AKETO, T., NAKATANI, Y., SAKAI, S., & Zhang, X. (2013) · The Proceedings of JSME annual Conference on Robotics and Mechatronics (Robomec) · doi:10.1299/jsmermd.2013._1p1-l05_1
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Mesa, J. F. C., & Peña, P. A. Á. (2016) · Revista de la Facultad de Medicina · doi:10.15446/revfacmed.v64n1.50473
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Anatomia e fisiologia del vestibolo
Chabbert, C. (2016) · EMC - Otorinolaringoiatria · doi:10.1016/s1639-870x(16)78885-4
Bos, J. E., Lubeck, A. J. A., & Vente, P. E. M. (2018) · Journal of Vestibular Research · doi:10.3233/ves-170630
Shiva, T. (2017) · ERA: Education and Research Archive (University of Alberta) · doi:10.7939/r36q1sx2x
Traditional and Non-Traditional Inputs to the Vestibular System
Wiitala, S. (2018) · Deep Blue (University of Michigan)
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Oliveira, G. B. D. C. (2019) · doi:10.11606/d.39.2019.tde-21102021-184824
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Ferreira, S. A., Vieira, E. R., Queiróga, M. R., Cavazzotto, T. G., Probst, V. S., Costa, V. D. S. P., & Teixeira, D. D. C. (2021) · Physical & Occupational Therapy In Geriatrics · doi:10.1080/02703181.2021.2015518
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Alpini, D. C., Cesarani, A., & Brugnoni, G. (2014) · Springer eBooks · doi:10.1007/978-3-319-14782-6_2
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Saghazadeh, A., Mojtabavi, H., Khaksar, R., & Rezaei, N. (2019) · Springer eBooks · doi:10.1007/978-3-030-10620-1_24
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Lim, R., Wellings, T. P., & Brichta, A. M. (2022) · Encyclopedia of Computational Neuroscience · doi:10.1007/978-1-0716-1006-0_3
Mendoza, J. A., Grafton, F., Wong, A. S., & Cullen, K. E. (2016) · McGill Science Undergraduate Research Journal · doi:10.26443/msurj.v11i1.164
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Rhyu, H.-S., Hong, S., & Rhi, S.-Y. (2023) · Revista Brasileira de Medicina do Esporte · doi:10.1590/1517-8692202329022022_0117i
Rhyu, H.-S., Hong, S., & Rhi, S.-Y. (2023) · Revista Brasileira de Medicina do Esporte · doi:10.1590/1517-8692202329022022_0117p
Uchikawa, Y., Namatame, M., Arai, M., Kurokawa, A., Satou, M., Terayama, M., Watanabe, D., Okano, M., Takahashi, Y., & Niida, T. (2022) · JAPANESE ORTHOPTIC JOURNAL · doi:10.4263/jorthoptic.52f106
Gänsslen, A., Schmehl, I., & Ruhe, A. (2023) · Springer eBooks · doi:10.1007/978-3-662-65600-6_31
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Maffert, A. (2023) · EMC - Otorrinolaringología · doi:10.1016/s1632-3475(23)48370-1
Maffert, A. (2023) · EMC - Otorinolaringoiatria · doi:10.1016/s1639-870x(23)48540-6
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Vega‐Zuniga, T., Sumser, A., Symonova, O., Koppensteiner, P., Schmidt, F. H., & Joesch, M. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.12.23.573221
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Goar, M. H., Barnett‐Cowan, M., & Horslen, B. C. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.04.12.589029
Takakura, H., Do, T. A., Ueda, N., & Shojaku, H. (2024) · Equilibrium Research · doi:10.3757/jser.83.33
Yeo, S. S., Oh, S., & Cho, I.-H. (2024) · BMC Neurology · doi:10.1186/s12883-024-03819-5
Holt, A. G., King, S., Naqvi, D., Braun, R. D., Bauer, D. S., Anderson, M. D., & King, W. M. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.09.20.614117
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Zaleski-King, A. C., Bogle, J. M., Williams, S., & Kuchinsky, S. E. (2025) · Perspectives of the ASHA Special Interest Groups · doi:10.1044/2025_persp-24-00245
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Metadata
- Authors
- Cullen, K. E.
- Affiliations
- McGill University (CA)
- Corresponding author
- Cullen, Kathleen E.
- ORCID
- Cullen, Kathleen E.
- Venue
- Trends in Neurosciences
- Publisher
- Elsevier BV
- Published
- 2012-03
- Volume
- 35
- Issue
- 3
- Pages
- 185-196
- ISSN
- 0166-2236 (ISSN-L)
- PMC
- PMC4000483
- OpenAlex
- W2041756956
- Cited by
- 630
- References
- 116
- Citations by year
- 2026: 45 · 2025: 60 · 2024: 46 · 2023: 54 · 2022: 53 · 2021: 50 · 2020: 55 · 2019: 54 · 2018: 39 · 2017: 49 · 2016: 43 · 2015: 34 · 2014: 25 · 2013: 19 · 2012: 4
- FWCI
- 2.44
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Trends in Neurosciences (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- Canadian Institutes of Health Research
- National Institute on Deafness and Other Communication Disorders (DC-002390, R01DC002390)
- Topics
- Life Sciences › Neuroscience › Neurology › Vestibular and auditory disorders
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Multisensory perception and integration
- Life Sciences › Neuroscience › Cognitive Neuroscience › Motor Control and Adaptation
- Keywords
- vestibular system, self-motion perception, multimodal integration, neural coding, vestibular pathways, motor control, sensory integration, vestibular processing
- MeSH terms
- Animals, Postural Balance, Fixation, Ocular, Humans, Motion, Motion Perception, Movement, Neural Pathways, Neurons, Orientation, Proprioception, Reflex, Vestibulo-Ocular, Vestibule, Labyrinth, Vestibular Nuclei, Vision, Ocular, Linear Models, Head Movements
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