Whisker Movements Reveal Spatial Attention: A Unified Computational Model of Active Sensing Control in the Rat

Spatial attention is most often investigated in the visual modality through measurement of eye movements, with primates, including humans, a widely-studied model. Its study in laboratory rodents, such as mice and rats, requires different techniques, owing to the lack of a visual fovea and the particular ethological relevance of orienting movements of the snout and the whiskers in these animals. In recent years, several reliable relationships have been observed between environmental and behavioural variables and movements of the whiskers, but the function of these responses, as well as how they integrate, remains unclear. Here, we propose a unifying abstract model of whisker movement control that has as its key variable the region of space that is the animal's current focus of attention, and demonstrate, using computer-simulated behavioral experiments, that the model is consistent with a broad range of experimental observations. A core hypothesis is that the rat explicitly decodes the location in space of whisker contacts and that this representation is used to regulate whisker drive signals. This proposition stands in contrast to earlier proposals that the modulation of whisker movement during exploration is mediated primarily by reflex loops. We go on to argue that the superior colliculus is a candidate neural substrate for the siting of a head-centred map guiding whisker movement, in analogy to current models of visual attention. The proposed model has the potential to offer a more complete understanding of whisker control as well as to highlight the potential of the rodent and its whiskers as a tool for the study of mammalian attention.

[1]  Dori Derdikman,et al.  Tracking whisker and head movements in unrestrained behaving rodents. , 2005, Journal of neurophysiology.

[2]  Andrej Kosir,et al.  Unsupervised quantification of whisking and head movement in freely moving rodents. , 2011, Journal of neurophysiology.

[3]  M. Andermann,et al.  Embodied Information Processing: Vibrissa Mechanics and Texture Features Shape Micromotions in Actively Sensing Rats , 2008, Neuron.

[4]  H. Zeigler,et al.  Conditioned whisking in the rat. , 1996, Somatosensory & motor research.

[5]  E. Ahissar,et al.  Vibrissal Kinematics in 3D: Tight Coupling of Azimuth, Elevation, and Torsion across Different Whisking Modes , 2008, Neuron.

[6]  Joseph H. Solomon,et al.  Variability in velocity profiles during free-air whisking behavior of unrestrained rats. , 2008, Journal of neurophysiology.

[7]  David Kleinfeld,et al.  Vibrissa movement elicited by rhythmic electrical microstimulation to motor cortex in the aroused rat mimics exploratory whisking. , 2003, Journal of neurophysiology.

[8]  T. Prescott,et al.  Modelling Natural Action Selection: Index , 2011 .

[9]  E. Ahissar,et al.  Encoding of Vibrissal Active Touch , 2003, Neuron.

[10]  Shubhodeep Chakrabarti,et al.  Topography of cortical projections to the dorsolateral neostriatum in rats: Multiple overlapping sensorimotor pathways , 2006, The Journal of comparative neurology.

[11]  R. Rafal,et al.  Competition between endogenous and exogenous orienting of visual attention. , 2005, Journal of experimental psychology. General.

[12]  H P Zeigler,et al.  Whisking as a “voluntary” response: operant control of whisking parameters and effects of whisker denervation , 2003, Somatosensory & motor research.

[13]  Kevin Gurney,et al.  Optimal decision-making in mammals: insights from a robot study of rodent texture discrimination , 2012, Journal of The Royal Society Interface.

[14]  D. Simons,et al.  Task- and subject-related differences in sensorimotor behavior during active touch. , 1995, Somatosensory & motor research.

[15]  Ben Mitchinson,et al.  Feedback control in active sensing: rat exploratory whisking is modulated by environmental contact , 2007, Proceedings of the Royal Society B: Biological Sciences.

[16]  Nathan G. Clack,et al.  Vibrissa-Based Object Localization in Head-Fixed Mice , 2010, The Journal of Neuroscience.

[17]  Maik C. Stüttgen,et al.  The Head-fixed Behaving Rat—Procedures and Pitfalls , 2010, Somatosensory & motor research.

[18]  Ken Cheng,et al.  Whither geometry? Troubles of the geometric module , 2008, Trends in Cognitive Sciences.

[19]  Peter Ford Dominey,et al.  A cortico-subcortical model for generation of spatially accurate sequential saccades. , 1992, Cerebral cortex.

[20]  S. Dehaene,et al.  Abstract representations of numbers in the animal and human brain , 1998, Trends in Neurosciences.

[21]  Giacomo Rizzolatti,et al.  Premotor theory of attention , 2010, Scholarpedia.

[22]  P. Redgrave,et al.  The basal ganglia: a vertebrate solution to the selection problem? , 1999, Neuroscience.

[23]  Gidon Felsen,et al.  Neural Substrates of Sensory-Guided Locomotor Decisions in the Rat Superior Colliculus , 2008, Neuron.

[24]  Thiago S. Gouvêa,et al.  The influence of vibrissal somatosensory processing in rat superior colliculus on prey capture , 2011, Neuroscience.

[25]  Anthony G. Pipe,et al.  SCRATCHbot: Active Tactile Sensing in a Whiskered Mobile Robot , 2010, SAB.

[26]  Anthony G. Pipe,et al.  The Emergence of Action Sequences from Spatial Attention: Insight from Rodent-Like Robots , 2012, Living Machines.

[27]  Daniel N. Hill,et al.  Primary Motor Cortex Reports Efferent Control of Vibrissa Motion on Multiple Timescales , 2011, Neuron.

[28]  Anthony G. Pipe,et al.  Contact type dependency of texture classification in a whiskered mobile robot , 2009, Auton. Robots.

[29]  T. Prescott,et al.  Active touch sensing in the rat: anticipatory and regulatory control of whisker movements during surface exploration. , 2009, Journal of neurophysiology.

[30]  E. Ahissar,et al.  Fast Feedback in Active Sensing: Touch-Induced Changes to Whisker-Object Interaction , 2012, PloS one.

[31]  P. Dean,et al.  Head and body movements produced by electrical stimulation of superior colliculus in rats: Effects of interruption of crossed tectoreticulospinal pathway , 1986, Neuroscience.

[32]  A. Treisman The binding problem , 1996, Current Opinion in Neurobiology.

[33]  D. Hubel,et al.  Topography of visual and somatosensory projections to mouse superior colliculus. , 1976, Journal of neurophysiology.

[34]  Henrik I. Christensen,et al.  Computational visual attention systems and their cognitive foundations: A survey , 2010, TAP.

[35]  J. Driver,et al.  Crossmodal links in endogenous and exogenous spatial attention: evidence from event-related brain potential studies , 2001, Neuroscience & Biobehavioral Reviews.

[36]  Christopher D. Carello,et al.  Target selection and the superior colliculus: goals, choices and hypotheses , 2004, Vision Research.

[37]  A. Kingstone,et al.  Topic: Cognition , 2003 .

[38]  N. J. Gandhi,et al.  Motor functions of the superior colliculus. , 2011, Annual review of neuroscience.

[39]  D. Simons,et al.  Coding of deflection velocity and amplitude by whisker primary afferent neurons: implications for higher level processing. , 2000, Somatosensory & motor research.

[40]  Anthony G. Pipe,et al.  Biomimetic tactile target acquisition, tracking and capture , 2014, Robotics Auton. Syst..

[41]  D. Simons,et al.  Responses of rat trigeminal ganglion neurons to movements of vibrissae in different directions. , 1990, Somatosensory & motor research.

[42]  D. Robinson,et al.  Shared neural control of attentional shifts and eye movements , 1996, Nature.

[43]  M. Brecht,et al.  Functional architecture of the mystacial vibrissae , 1997, Behavioural Brain Research.

[44]  M. Posner,et al.  Orienting of Attention* , 1980, The Quarterly journal of experimental psychology.

[45]  E. Knudsen Fundamental components of attention. , 2007, Annual review of neuroscience.

[46]  H. Zeigler,et al.  Topography of rodent whisking--I. Two-dimensional monitoring of whisker movements , 2002, Somatosensory & motor research.

[47]  Jeremy D. Cohen,et al.  Vibrissa Sensation in Superior Colliculus: Wide-Field Sensitivity and State-Dependent Cortical Feedback , 2008, The Journal of Neuroscience.

[48]  B. Balleine,et al.  Still at the Choice‐Point , 2007, Annals of the New York Academy of Sciences.

[49]  Michael Brecht,et al.  Social facial touch in rats. , 2011, Behavioral neuroscience.

[50]  Rune W. Berg,et al.  Unilateral vibrissa contact: changes in amplitude but not timing of rhythmic whisking , 2003, Somatosensory & motor research.

[51]  Rune W. Berg,et al.  Rhythmic whisking by rat: retraction as well as protraction of the vibrissae is under active muscular control. , 2003, Journal of neurophysiology.

[52]  M. Hartmann,et al.  Right–Left Asymmetries in the Whisking Behavior of Rats Anticipate Head Movements , 2006, The Journal of Neuroscience.

[53]  R. T. Watson,et al.  Efferent Connections of the Rostral Portion of Medial Agranular Cortex in Rats , 1987, Brain Research Bulletin.

[54]  Michael Brecht,et al.  Barrel cortex and whisker-mediated behaviors , 2007, Current Opinion in Neurobiology.

[55]  D. Jones,et al.  Postnatal development of the superficial layers in the rat superior colliculus: a study with Golgi-Cox and Klüver-Barrera techniques , 2004, Experimental Brain Research.

[56]  D. Kleinfeld,et al.  Positive Feedback in a Brainstem Tactile Sensorimotor Loop , 2005, Neuron.

[57]  Nathan P Cramer,et al.  Anticipatory activity of motor cortex in relation to rhythmic whisking. , 2006, Journal of neurophysiology.

[58]  G. Higgins,et al.  Rodent Model of Attention: The 5‐Choice Serial Reaction Time Task , 2008, Current protocols in pharmacology.

[59]  Asaf Keller,et al.  Superior sensation: superior colliculus participation in rat vibrissa system. , 2007 .

[60]  Christof Koch,et al.  A Model of Saliency-Based Visual Attention for Rapid Scene Analysis , 2009 .

[61]  K. Catania,et al.  Tactile Foveation in the Star-Nosed Mole , 2003, Brain, Behavior and Evolution.

[62]  G. E. Alexander,et al.  Parallel organization of functionally segregated circuits linking basal ganglia and cortex. , 1986, Annual review of neuroscience.

[63]  Chris Melhuish,et al.  A Model of Sensorimotor Coordination in the Rat Whisker System , 2006, SAB.

[64]  O. Hikosaka,et al.  Role of the basal ganglia in the control of purposive saccadic eye movements. , 2000, Physiological reviews.

[65]  T. Prescott,et al.  Active vibrissal sensing in rodents and marsupials , 2011, Philosophical Transactions of the Royal Society B: Biological Sciences.

[66]  D. Simons,et al.  Biometric analyses of vibrissal tactile discrimination in the rat , 1990, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[67]  A. Keller,et al.  Vibrissae motor cortex unit activity during whisking. , 2012, Journal of neurophysiology.

[68]  F. Benedetti The postnatal emergence of a functional somatosensory representation in the superior colliculus of the mouse. , 1991, Brain research. Developmental brain research.

[69]  Asaf Keller,et al.  Superior colliculus control of vibrissa movements. , 2008, Journal of neurophysiology.

[70]  C. Gallistel Animal cognition: the representation of space, time and number. , 1989, Annual review of psychology.

[71]  M. Diamond,et al.  Whisker sensory system – From receptor to decision , 2013, Progress in Neurobiology.

[72]  Joseph H. Solomon,et al.  The Morphology of the Rat Vibrissal Array: A Model for Quantifying Spatiotemporal Patterns of Whisker-Object Contact , 2011, PLoS Comput. Biol..

[73]  P. Dean,et al.  Event or emergency? Two response systems in the mammalian superior colliculus , 1989, Trends in Neurosciences.

[74]  Mathew H. Evans,et al.  Tactile Discrimination Using Active Whisker Sensors , 2012, IEEE Sensors Journal.

[75]  E. Save,et al.  The formation and stability of recognition memory : what happens upon recall ? , 2018 .

[76]  John K. Tsotsos,et al.  Neurobiology of Attention , 2005 .

[77]  Ali Borji,et al.  State-of-the-Art in Visual Attention Modeling , 2013, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[78]  Alice Alvernhe,et al.  Tagging items in spatial working memory: A unit-recording study in the rat medial prefrontal cortex , 2010, Behavioural Brain Research.

[79]  C. Koch,et al.  Computational modelling of visual attention , 2001, Nature Reviews Neuroscience.

[80]  T. Stanford,et al.  Multisensory integration: current issues from the perspective of the single neuron , 2008, Nature Reviews Neuroscience.

[81]  T. Prescott,et al.  The development of whisker control in rats in relation to locomotion. , 2012, Developmental psychobiology.

[82]  Jonathan M. Chambers,et al.  Modelling Natural Action Selection: Mechanisms of choice in the primate brain: a quick look at positive feedback , 2011 .

[83]  D. Kleinfeld,et al.  'Where' and 'what' in the whisker sensorimotor system , 2008, Nature Reviews Neuroscience.

[84]  H. Philip Zeigler,et al.  Whisker Deafferentation and Rodent Whisking Patterns: Behavioral Evidence for a Central Pattern Generator , 2001, The Journal of Neuroscience.

[85]  Per Magne Knutsen,et al.  Orthogonal coding of object location , 2009, Trends in Neurosciences.

[86]  B. Setlow,et al.  Good things come to those who wait: Attenuated discounting of delayed rewards in aged Fischer 344 rats , 2010, Neurobiology of Aging.

[87]  T. Prescott,et al.  Biomimetic vibrissal sensing for robots , 2011, Philosophical Transactions of the Royal Society B: Biological Sciences.

[88]  B. Balleine,et al.  Goal-directed instrumental action: contingency and incentive learning and their cortical substrates , 1998, Neuropharmacology.

[89]  Ying Cao,et al.  High-Precision, Three-Dimensional Tracking of Mouse Whisker Movements with Optical Motion Capture Technology , 2011, Front. Behav. Neurosci..

[90]  A. Keller,et al.  Functional circuitry involved in the regulation of whisker movements , 2002, The Journal of comparative neurology.

[91]  P Redgrave,et al.  Movements resembling orientation or avoidance elicited by electrical stimulation of the superior colliculus in rats , 1986, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[92]  Asaf Keller,et al.  Whisker motor cortex ablation and whisker movement patterns , 2003, Somatosensory & motor research.

[93]  W. Welker Analysis of Sniffing of the Albino Rat 1) , 1964 .

[94]  B Poucet,et al.  The neuropsychology of spatial cognition in the rat. , 1997, Critical reviews in neurobiology.

[95]  T. Prescott,et al.  The role of orienting in vibrissal touch sensing , 2012, Front. Behav. Neurosci..

[96]  D. Kleinfeld,et al.  Phase-to-rate transformations encode touch in cortical neurons of a scanning sensorimotor system , 2009, Nature Neuroscience.

[97]  Quanxin Wang,et al.  Stream-Related Preferences of Inputs to the Superior Colliculus from Areas of Dorsal and Ventral Streams of Mouse Visual Cortex , 2013, The Journal of Neuroscience.

[98]  Daniel N. Hill,et al.  Biomechanics of the Vibrissa Motor Plant in Rat: Rhythmic Whisking Consists of Triphasic Neuromuscular Activity , 2008, The Journal of Neuroscience.

[99]  David Kleinfeld,et al.  Sniffing and whisking in rodents , 2012, Current Opinion in Neurobiology.

[100]  S. Mori,et al.  The superior colliculus relays signals descending from the vibrissal motor cortex to the facial nerve nucleus in the rat , 1995, Neuroscience Letters.

[101]  Alice Alvernhe,et al.  Rats build and update topological representations through exploration , 2011, Animal Cognition.

[102]  Peter W Dicke,et al.  Neuron-specific contribution of the superior colliculus to overt and covert shifts of attention , 2004, Nature Neuroscience.

[103]  L. Robertson Binding, spatial attention and perceptual awareness , 2003, Nature Reviews Neuroscience.

[104]  L. Wineski Facial morphology and vibrissal movement in the golden hamster , 1985, Journal of morphology.

[105]  David Kleinfeld,et al.  Active sensation: insights from the rodent vibrissa sensorimotor system , 2006, Current Opinion in Neurobiology.

[106]  E. Audinat,et al.  Afferent connections of the medial frontal cortex of the rat. II. Cortical and subcortical afferents , 1995, The Journal of comparative neurology.

[107]  Barry E. Stein,et al.  Eye movements evoked by electrical stimulation in the superior colliculus of rats and hamsters , 1982, Brain Research.

[108]  S. L. Stuesse,et al.  Projections from the medial agranular cortex to brain stem visuomotor centers in rats , 2004, Experimental Brain Research.

[109]  M. Diamond,et al.  Whisker-Mediated Texture Discrimination , 2008, PLoS biology.

[110]  M. Brecht,et al.  The neurobiology of Etruscan shrew active touch , 2011, Philosophical Transactions of the Royal Society B: Biological Sciences.

[111]  G. Schneider,et al.  Topography of visual and somatosensory projections to the superior colliculus of the golden hamster , 1978, Brain Research.

[112]  C. Gallistel,et al.  Risk assessment in man and mouse , 2009, Proceedings of the National Academy of Sciences.

[113]  P. Redgrave,et al.  Interactions between the Midbrain Superior Colliculus and the Basal Ganglia , 2010, Front. Neuroanat..

[114]  D. Kleinfeld,et al.  Neuronal Basis for Object Location in the Vibrissa Scanning Sensorimotor System , 2011, Neuron.

[115]  M. Andermann,et al.  A somatotopic map of vibrissa motion direction within a barrel column , 2006, Nature Neuroscience.

[116]  Mitra J. Hartmann,et al.  c ○ 2001 Kluwer Academic Publishers. Manufactured in The Netherlands. Active Sensing Capabilities of the Rat Whisker System , 2022 .

[117]  David Kleinfeld,et al.  Hierarchy of orofacial rhythms revealed through whisking and breathing , 2013, Nature.

[118]  Emilio Kropff,et al.  Place cells, grid cells, and the brain's spatial representation system. , 2008, Annual review of neuroscience.

[119]  Ehud Ahissar,et al.  And motion changes it all , 2008, Nature Neuroscience.

[120]  J. Muir,et al.  Attention and stimulus processing in the rat. , 1996, Brain research. Cognitive brain research.

[121]  Nathan P Cramer,et al.  Cortical control of a whisking central pattern generator. , 2006, Journal of neurophysiology.

[122]  Jeffrey C. Erlich,et al.  A Cortical Substrate for Memory-Guided Orienting in the Rat , 2011, Neuron.

[123]  B. Sakmann,et al.  Whisker movements evoked by stimulation of single pyramidal cells in rat motor cortex , 2004, Nature.

[124]  B. Sakmann,et al.  Unsupervised whisker tracking in unrestrained behaving animals. , 2008, Journal of neurophysiology.