Active sensation: Insights from the rodent vibrissa sensorimotor system
Abstract
Rats sweep their vibrissae through space to locate objects in their immediate environment. In essence, their view of the proximal world is generated through pliable hairs that tap and palpate objects. The texture and shape of those objects must be discerned for the rat to assess the value of the object. Furthermore, the location of those objects must be specified with reference to the position of the rat's head for the rat to plan its movements. Recent in vivo and in vitro electrophysiological measurements provide insight into the algorithms and mechanisms that underlie these behavioral-based computations.
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Serial transformation of sensory inputs along bottom-up hierarchical pathways has been observed in rodents engaged in whisker-discrimination tasks, with increasingly stronger association with perceptual choice in S2 and premotor areas rather than wS1.
“Serial transformation of sensory inputs along bottom–up hierarchical pathways has been observed in rodents engaged in whisker-discrimination tasks (8, 9) with an increasingly stronger association with perceptual choice in S2 (10, 11) and premotor areas (12–14) rather than whisker-related wS1 (9).”
From Neural correlates of perceptual decision-making in the primary somatosensory cortex (2026) · cites this paper as [8]
Whisking during CL straight run is executed at 15 ± 2 Hz with an amplitude of 39 ± 5° around a set point of 58 ± 5°, typical for foveal whisking during fast locomotion.
“Whisking during CL straight run (t < 0) is executed at 15 ± 2 Hz (mean ± SD) with an amplitude of just 39 ± 5° (mean ± SD) around a set point of 58 ± 5° (mean ± SD), typical for “foveal” whisking during fast locomotion (8, 28).”
From Neural correlates of perceptual decision-making in the primary somatosensory cortex (2026) · cites this paper as [8]
Most information about whisker contact with objects is relayed through the lemniscal pathway.
“Most information about whisker contact with objects is relayed through lemniscal pathway (8, 15, 43) (Fig. 5A).”
From Neural correlates of perceptual decision-making in the primary somatosensory cortex (2026) · cites this paper as [8]
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“Active sensation has received much attention in the rodent vibrissal system, in which the vibrissae are moved across the input space rhythmically (Kleinfeld et al., 2006; Mehta et al., 2007; Lee et al., 2008).”
BackgroundTexture Coding in the Rat Whisker System: Slip-Stick Versus Differential Resonance
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“This may indicate that this frequency band reflects an optimal time scale for the coordination of the brain activities in the sensory and the motor systems required for active sensing (Kleinfeld et al., 2006; Uchida and Kepecs, 2006; Schroeder et al., 2010).”
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“…interest is the possibility that differences in vibrissa properties across the face result in parallel afferent pathways carrying different information (Brecht et al., 1997; Hartmann et al., 2003; Kleinfeld et al., 2006; Mehta and Kleinfeld, 2004; Moore and Andermann, 2005; Neimark et al., 2003).”
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“…to name the state of the sensory system characterized by exploratory whisking as ''active'' and the state of quiet immobility as ''passive'' (Kleinfeld et al., 2006), but we suggest that this nomenclature is misleading in its implication that the nervous system itself becomes passive in the…”
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“It has become clear that the thalamus is not a simple relay station of ascending sensory information but is involved in processing of sensory information by integrating input from multiple sources (Kleinfeld et al., 2006; Yu et al., 2006; Urbain and Deschênes, 2007).”
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“The spatially tuned responses of the barrel columns have prompted the view that spatial coding by the barrel circuitry is used to perceive whichwhiskers are contacted by an external stimulus (Kleinfeld et al. 2006).”
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Ahissar, E., & Assa, E. (2016) · eLife · doi:10.7554/elife.12830 · Cited by 149 · see citing works
“…perceive the world via active body and sensor movements (Ahissar and Arieli, 2001; Diamond et al., 2008; Findlay and Gilchrist, 2003; Halpern, 1983; Kleinfeld et al., 2006; Konig and Luksch, 1998; Land, 2006; Lederman and Klatzky, 1987; Najemnik and Geisler, 2005; Rucci et al., 2007; Schroeder et…”
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“Indeed, rats’ whiskers are used to estimate the shape and location of the objects [Kleinfeld et al., 2006; Diamond et al., 2008].”
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“Further, whisking and touch signals are integrated via sensorimotor loops at multiple points along the somatosensory pathway, from brainstem to cortex [34].”
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“Our stimulation characteristics were also physiologically relevant, as exploratory whisking in mice is typically 5–15 Hz in 1– 4 s bouts (Kleinfeld et al., 2006).”
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“For instance, vibrissal activations and movements in rodents occur at about 10 Hz and give rise to projections to both the pontine nuclei and inferior olive (Kleinfeld et al., 2006) as well as directly from the trigeminal nucleus to the cerebellum (Bower and Woolston, 1983; Morrissette and Bower, 1996).”
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“Indeed, our sensory organs are not passive receptacles for stimulation but are part of an action-perception closed-loop system (Kleinfeld et al. 2006; Schroeder et al. 2010; Ahissar and Assa 2016; Rajkai et al. 2008; Barczak et al. 2019).”
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“…oscillation and resonance, together with theta-frequency resonance in granule cells (D’Angelo et al., 2001) may intensify and improve time precision to theta-frequency cortical inputs during certain sensory-motor behaviors, like active whisking (for review see Kleinfeld et al., 2006).”
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“One well-known example of a developmentally emergent behavior is exploratory whisking, the rhythmic sweeping movements of vibrissae (or whiskers) that rodents use to detect the texture, shape, and location of objects in their environment (Diamond et al., 2008; Kleinfeld et al., 2006).”
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“This behaviour represents a good example of active sensory sampling, where the animal itself modulates when and where it receives sensory input in order to get a better picture of its environmen”
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“The rodent whisker system combines relatively simple movements with direct sensory feedback (Vincent, 1913; Welker, 1964; Brecht et al. 2006; Kleinfeld et al. 2006), making it an ideal model system to study sensorimotor integration.”
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“Recent progress has been spurred by our increased understanding of natural vibrissal systems and advances in engineering materials, transduction, actuation, and microelectronics.”
BackgroundDiverse and temporally precise kinetic feature selectivity in the VPm thalamic nucleus.
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“However, the natural stimuli processed by neurons in the whisker system are often generated by active whisking ( Kleinfeld et al., 2006 ).”
InfluentialActive sensing in the categorization of visual patterns
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“their eyes, whiskers, or hands) so as to extract task-relevant information efficiently (Yarbus, 1967; Kleinfeld et al., 2006; Lederman and Klatzky, 1987).”
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“and Kleinfeld, D. (2006) Confluence of position and active touch in rat”
Self-citationSeeing via Miniature Eye Movements: A Dynamic Hypothesis for Vision
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Self-citationTheta-Band Phase Locking of Orbitofrontal Neurons during Reward Expectancy
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“Such an interleaving of rhythmic movement and information coding has been noted before in hippocampal, somatosensory, and olfactory structures, where theta activity correlates with locomotion, whisking, and respiratory rhythms, respectively (Vanderwolf, 1969; Lisman, 2005; O’Keefe and Burgess, 2005; Kleinfeld et al.,…”
BackgroundMotor Cortex Broadly Engages Excitatory and Inhibitory Neurons in Somatosensory Barrel Cortex
Kinnischtzke, A. K., Simons, D. J., & Fanselow, E. E. (2013) · Cerebral Cortex · doi:10.1093/cercor/bht085 · Cited by 97 · see citing works
“All 3 cell types had a high probability of receiving direct excitatory M1 input.”
BackgroundThe cerebellar Golgi cell and spatiotemporal organization of granular layer activity
D'Angelo, E. U., Solinas, S. M. G., Mapelli, J., Gandolfi, D., Mapelli, L., & Prestori, F. (2013) · Frontiers in Neural Circuits · doi:10.3389/fncir.2013.00093 · Cited by 110 · see citing works
“, 2010), offers the following explanations for the main behaviors of the Golgi cell reported in vivo: pacemaking may underlie the rhythmic Golgi cell discharge in vivo, which, as a result of synaptic inputs, would then become irregular and spread over a broader frequency range (2–25 Hz); resonance could enhance Golgi…”
BackgroundTactile Stimulation Evokes Long-Term Synaptic Plasticity in the Granular Layer of Cerebellum
Roggeri, L., Rivieccio, B., Rossi, P., & D'Angelo, E. U. (2008) · Journal of Neuroscience · doi:10.1523/jneurosci.5709-07.2008 · Cited by 97 · see citing works
Object localization with whiskers
Ahissar, E., & Knutsen, P. (2008) · Biological cybernetics · doi:10.1007/s00422-008-0214-4 · Cited by 101 · see citing works
“Such signals are conveyed by the primary afferent whisking cells (Szwed et al. 2003), and exist in both the somatosensory thalamus (Yu et al. 2006) and barrel cortex (Fee et al. 1997; Brecht et al. 2006; Crochet and Petersen 2006; Derdikman et al. 2006; Kleinfeld et al. 2006 ).”
BackgroundSelf-citationPre-neuronal morphological processing of object location by individual whiskers
Bagdasarian, K., Marcin Szwed, A., Knutsen, P. M., Deutsch, D., Derdikman, D., Pietr, M., Simony, E., & Ahissar, E. (2013) · Nature Neuroscience · doi:10.1038/nn.3378 · Cited by 99 · see citing works
Self-citationLicking-induced Synchrony in the Taste-Reward Circuit Improves Cue Discrimination during Learning
Gutierrez, R., Simon, S., & Nicolelis, M. (2010) · Journal of Neuroscience · doi:10.1523/jneurosci.0855-09.2010 · Cited by 100 · see citing works
“It has been suggested that sniffing and whisking allow animals to process continuous real-world sensory stimuli into discrete chunks or cycles (Kleinfeld et al., 2006), with each cycle serving as a temporal frame to synchronize neural activity across multiple brain structures (Nicolelis et al.,…”
InfluentialRanganathan, G. N., Apostolides, P. F., Harnett, M. T., Xu, N.-L., Druckmann, S., & Magee, J. C. (2018) · Nature Neuroscience · doi:10.1038/s41593-018-0254-6 · Cited by 115 · see citing works
Beyond simple laboratory studies: Developing sophisticated models to study rich behavior
Maselli, A., Gordon, J. R., Eluchans, M., Lancia, G. L., Thiery, T., Moretti, R., Cisek, P., & Pezzulo, G. (2023) · Physics of Life Reviews · doi:10.1016/j.plrev.2023.07.006 · Cited by 94 · see citing works
Neural basis of sensorimotor learning: modifying internal models
Lalazar, H., & Vaadia, E. (2008) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2008.11.003 · Cited by 76 · see citing works
“of the eyes, or the vibrissa [19]) and top-down attention to the informative features of the stimulus.”
BackgroundUnsupervised quantification of whisking and head movement in freely moving rodents.
Perkon, I., Košir, A., Itskov, P., Tasic, J., & Diamond, M. (2011) · Journal of Neurophysiology · doi:10.1152/jn.00764.2010 · Cited by 87 · see citing works
“Once they encounter an object, they collect additional information about its features, such as its size, shape, and surface texture by palpating it through a “whisking” motion (Grant et al. 2009; Kleinfeld et al. 2006).”
BackgroundSelf-citationAnalysis of Neuronal Spike Trains, Deconstructed
Aljadeff, J., Lansdell, B., Fairhall, A. L., & Kleinfeld, D. (2016) · Neuron · doi:10.1016/j.neuron.2016.05.039 · Cited by 83 · see citing works
Self-citationScott, B. B., Constantinople, C. M., Erlich, J. C., Tank, D. W., & Brody, C. D. (2015) · eLife · doi:10.7554/elife.11308 · Cited by 82 · see citing works
“For example, neurons in the rodent somatosensory cortex exhibit firing rates that scale logarithmically with frequency of tactile stimulation (Kleinfeld et al., 2006).”
Areas V1 and V2 show microsaccade‐related 3–4‐Hz covariation in gamma power and frequency
Lowet, E., Roberts, M. J., Bosman, C. A., Fries, P., & Weerd, P. D. (2015) · European Journal of Neuroscience · doi:10.1111/ejn.13126 · Cited by 67 · see citing works
“These results are in line with the broader framework of active sensing (Kleinfeld et al., 2006; Collewijn & Kowler, 2008; Bosman et al., 2009; Schroeder & Lakatos, 2009b; Schroeder et al., 2010; Wachowiak, 2011; Kagan & Hafed, 2013; Martinez-Conde, 2013) where the external world is sampled actively through rhythmic se…”
ResultD'Angelo, E. U. (2008) · Frontiers in Neuroscience · doi:10.3389/neuro.01.008.2008 · Cited by 82 · see citing works
“…theta-frequency oscillation and resonance, together with theta-frequency resonance in granule cells (D’Angelo et al., 2001) may tune granular layer responses toward theta-frequency cortical inputs during certain sensory-motor behaviors, like active whisking (for review see Kleinfeld et al., 2006).”
BackgroundTexture coding in the whisker system
Jadhav, S. P., & Feldman, D. E. (2010) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2010.02.014 · Cited by 67 · see citing works
“Multiple modes of whisker movement occur, including bilateral, 5–12 Hz ‘‘exploratory’’ whisking by macrovibrissae, higher frequency frontal ‘‘foveal’’ whisking by macrovibrissae, and slower translation of both macrovibrissae and microvibrissae across objects by head motion [1 ,5,6].”
Circuits in the rodent brainstem that control whisking in concert with other orofacial motor actions
McElvain, L. E., Friedman, B., Karten, H. J., Svoboda, K., Wang, F., Deschênes, M., & Kleinfeld, D. (2018) · Neuroscience · doi:10.1016/j.neuroscience.2017.08.034 · Cited by 82 · see citing works
“Sensorimotor systems are comprised of nested loops (Kleinfeld et al., 1999, 2006; Bosman et al., 2011).”
Self-citationInhibitory Gating of Vibrissal Inputs in the Brainstem
Furuta, T., Timofeeva, E., Nakamura, K., Okamoto‐Furuta, K., Togo, M., Kaneko, T., & Deschênes, M. (2008) · Journal of Neuroscience · doi:10.1523/jneurosci.4627-07.2008 · Cited by 80 · see citing works
The cerebellum linearly encodes whisker position during voluntary movement
Chen, S.-S., Augustine, G., & Chadderton, P. (2016) · eLife · doi:10.7554/elife.10509 · Cited by 79 · see citing works
“Distinct brain regions make different functional contributions to the encoding of this behavior (Kleinfeld et al., 2006).”
BackgroundPsychometric Curve and Behavioral Strategies for Whisker-Based Texture Discrimination in Rats
Morita, T., Kang, H., Wolfe, J., Jadhav, S. P., & Feldman, D. (2011) · PLoS ONE · doi:10.1371/journal.pone.0020437 · Cited by 79
“Rodent whiskers are active tactile detectors that guide sensory and exploratory behavior [1,2].”
BackgroundCircuit reconstruction tools today
Smith, S. J. (2007) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2007.11.004 · Cited by 63 · see citing works
“The whisker barrel is a patch of rodent sensorimotor cortex that processes information associated with one contralateral whisker (vibrissa), and is one element of a closely packed somatotopic array of barrels, one per whisker [34,35].”
BackgroundAnesthesia-induced loss of consciousness disrupts auditory responses beyond primary cortex
Krom, A. J., Marmelshtein, A., Gelbard-Sagiv, H., Tankus, A., Hayat, H., Hayat, D., Matot, I., Strauss, I., Fahoum, F., Soehle, M., et al. (2018) · Proceedings of the National Academy of Sciences of the United States of America · doi:10.1101/502385 · Cited by 77
Whisker-Mediated Touch System in Rodents: From Neuron to Behavior
Adibi, M. (2019) · Frontiers in Systems Neuroscience · doi:10.3389/fnsys.2019.00040 · Cited by 106 · see citing works
“The paralemniscal pathway primarily conveys whisking signals, which can be employed to form sensory-motor coordination and positional reference signals during exploration/whisking (Ahissar et al., 2000; Kleinfeld et al., 2006).”
BackgroundDerdikman, D., Yu, C., Haidarliu, S., Bagdasarian, K., Arieli, A., & Ahissar, E. (2006) · Journal of Neuroscience · doi:10.1523/jneurosci.0918-06.2006 · Cited by 84 · see citing works
“The vibrissal somatosensory system of rodents is an active sensing system (Ahissar and Arieli, 2001; Kleinfeld et al., 2006); during tactile exploration, rats use rapid whisker movements while sampling the physical environment around them (Vincent, 1912; Welker, 1964; Gustafson and…”
BackgroundSelf-citationWhisker movements evoked by stimulation of single motor neurons in the facial nucleus of the rat.
Herfst, L. J., & Brecht, M. (2008) · Journal of Neurophysiology · doi:10.1152/jn.01014.2007 · Cited by 74
“After the initial description of whisking movements (Welker 1964) improvements in high-speed recording techniques have greatly facilitated the analysis of vibrissal motor control (Carvell and Simons 1990; Kleinfeld et al. 1999, 2006; von Heimendahl et al. 2007).”
BackgroundWhisker-Mediated Texture Discrimination
Diamond, M., von Heimendahl, M., & Arabzadeh, E. (2008) · PLoS Biology · doi:10.1371/journal.pbio.0060220 · Cited by 72
“Because whisking is an actively controlled sensory-motor behavior [17,18], its parameters vary from moment to moment.”
BackgroundSelf-citationTactile object localization by anticipatory whisker motion.
Voigts, J., Herman, D., & Celikel, T. (2015) · Journal of Neurophysiology · doi:10.1152/jn.00241.2014 · Cited by 71
“…rhythmic whisker protractions (Ahissar and Knutsen 2008; Brecht 2007; Carvell and Simons 1990; Deschênes et al. 2003; Diamond et al. 2008; Hill et al. 2008; Jadhav and Feldman 2010; Kleinfeld et al. 2006; Knutsen and Ahissar 2009; Mehta et al. 2007; O’Connor et al. 2010; Vincent 1912; Welker 1964).”
BackgroundOptimal Localization by Pointing Off Axis
Yovel, Y., Falk, B., Moss, C., & Ulanovsky, N. (2010) · Science · doi:10.1126/science.1183310 · Cited by 68 · see citing works
Long-Term Plasticity in Mouse Sensorimotor Circuits after Rhythmic Whisker Stimulation
Mégevand, P., Troncoso, E., Quairiaux, C., Muller, D., Michel, C., & Kiss, J. (2009) · Journal of Neuroscience · doi:10.1523/jneurosci.5965-08.2009 · Cited by 68 · see citing works
“…limited to the primary somatosensory cortex, but involves several other cortical areas, such as the secondary somatosensory cortex, the vibrissal motor cortex, and somatosensory cortices of the opposite hemisphere, as well as subcortical structures (Kleinfeld et al., 2006; Ferezou et al., 2007).”
BackgroundA mouse model for studying large-scale neuronal networks using EEG mapping techniques
Mégevand, P., Quairiaux, C., Lascano, A. M., Kiss, J. Z., & Michel, C. M. (2008) · NeuroImage · doi:10.1016/j.neuroimage.2008.05.016 · Cited by 66 · see citing works
“This extends our previous findings about the temporal stability of epicranial SEP waveforms (Troncoso et al., 2000) and suggests that the large-scale cortical network activated by whisker stimulation is a fundamental component underlying sensorimotor processing in mice (Kleinfeld et al., 2006).”
Mitchinson, B., & Prescott, T. (2013) · PLoS Comput. Biol. · doi:10.1371/journal.pcbi.1003236 · Cited by 66 · see citing works
Fast Feedback in Active Sensing: Touch-Induced Changes to Whisker-Object Interaction
Deutsch, D., Pietr, M., Knutsen, P., Ahissar, E., & Schneidman, E. (2012) · PLoS ONE · doi:10.1371/journal.pone.0044272 · Cited by 66
“Both rapid and slow modulations can result from top-down control of the whisking circuits and from ex-afferent or re-afferent sensory feedback [1,27].”
BackgroundSelf-citationEncoding of stimulus frequency and sensor motion in the posterior medial thalamic nucleus.
Masri, R., Bezdudnaya, T., Trageser, J. C., & Keller, A. (2008) · Journal of Neurophysiology · doi:10.1152/jn.01322.2007 · Cited by 66 · see citing works
Superior colliculus control of vibrissa movements.
Hemelt, M. E., & Keller, A. (2008) · Journal of Neurophysiology · doi:10.1152/jn.90478.2008 · Cited by 66 · see citing works
“I N T R O D U C T I O N Palpatory vibrissa movements in rodents have emerged as an attractive model for motor control (Brecht et al. 1997; Kleinfeld et al. 2006; Vincent 1912).”
BackgroundDynamic Modulation of Cortical Excitability during Visual Active Sensing
Barczak, A., Haegens, S., Ross, D., McGinnis, T., Lakatos, P., & Schroeder, C. (2019) · Cell Reports · doi:10.1016/j.celrep.2019.05.072 · Cited by 65 · see citing works
“‘‘Active sensing’’ is a process in which sensory input that enters the brain is actively acquired by motor sampling (Kleinfeld et al., 2006; Schroeder et al., 2010; Hatsopoulos and Suminski, 2011) and is highly conserved across systems and species.”
- Authors
- Kleinfeld, D., Ahissar, E., & Diamond, M. E.
- Affiliations
- University of California San Diego (US)
- Weizmann Institute of Science (IL)
- Scuola Internazionale Superiore di Studi Avanzati (IT)
- Corresponding author
- Kleinfeld, David
- Venue
- Current Opinion in Neurobiology
- Publisher
- Elsevier BV
- Published
- 2006-08
- Volume
- 16
- Issue
- 4
- Pages
- 435-444
- ISSN
- 0959-4388 (ISSN-L)
- OpenAlex
- W2141004549
- Cited by
- 374
- References
- 120
- Citations by year
- 2026: 17 · 2025: 11 · 2024: 9 · 2023: 12 · 2022: 16 · 2021: 19 · 2020: 21 · 2019: 15 · 2018: 11 · 2017: 15 · 2016: 21 · 2015: 19 · 2014: 18 · 2013: 17 · 2012: 14
- FWCI
- 2.37
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Current Opinion in Neurobiology (publishedVersion)
- PubMed (publishedVersion)
- SDL (submittedVersion)
- Funders
- Minerva Foundation
- Bundesministerium für Bildung und Forschung
- Israel Science Foundation
- 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
- active sensing, object localization, texture discrimination, object shape discrimination, motor planning
- MeSH terms
- Action Potentials, Afferent Pathways, Animals, Brain, Mechanoreceptors, Neurons, Afferent, Orientation, Rodentia, Space Perception, Touch, Vibrissae, Rats
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