Biomechanical Texture Coding in Rat Whiskers

Classically, texture discrimination has been thought to be based on ‘global’ codes, i.e. frequency (signal analysis based on Fourier analysis) or intensity (signal analysis based on averaging), which both rely on integration of the vibrotactile signal across time and/or space. Recently, a novel ‘local’ coding scheme based on the waveform of frictional movements, discrete short lasting kinematic events (i.e. stick-slip movements called slips) has been formulated. We performed biomechanical measurements of relative movements of a rat vibrissa across sandpapers of different roughness. We find that the classic global codes convey some information about texture identity, but are consistently outperformed by the slip-based local code. Moreover, the slip code also surpasses the global ones in coding for active scanning parameters. This is remarkable as it suggests that the slip code would explicitly allow the whisking rat to optimize perception by selecting goal-specific scanning strategies.

[1]  Hannes P. Saal,et al.  Natural scenes in tactile texture. , 2014, Journal of neurophysiology.

[2]  A. Volokitin,et al.  Rubber friction on smooth surfaces , 2006, The European physical journal. E, Soft matter.

[3]  Cornelius Schwarz,et al.  The Slip Hypothesis: Tactile Perception and its Neuronal Bases , 2016, Trends in Neurosciences.

[4]  Cornelius Schwarz,et al.  Global Tactile Coding in Rat Barrel Cortex in the Absence of Local Cues , 2018, Cerebral cortex.

[5]  Jason Wolfe,et al.  Sparse temporal coding of elementary tactile features during active whisker sensation , 2009, Nature Neuroscience.

[6]  M. Hartmann,et al.  Variation in Young's modulus along the length of a rat vibrissa. , 2011, Journal of biomechanics.

[7]  Konrad P. Körding,et al.  Optimal Coding for Naturally Occurring Whisker Deflections , 2003, ICANN.

[8]  S. Lederman Tactile roughness of grooved surfaces: The touching process and effects of macro- and microsurface structure , 1974 .

[9]  V. Mountcastle,et al.  Capacities of humans and monkeys to discriminate vibratory stimuli of different frequency and amplitude: a correlation between neural events and psychological measurements. , 1975, Journal of neurophysiology.

[10]  Matthias Bethge,et al.  Functional analysis of ultra high information rates conveyed by rat vibrissal primary afferents , 2013, Front. Neural Circuits.

[11]  C. Bell,et al.  Properties of a modifiable efference copy in an electric fish. , 1982, Journal of neurophysiology.

[12]  M. A. Neimark,et al.  Vibrissa Resonance as a Transduction Mechanism for Tactile Encoding , 2003, The Journal of Neuroscience.

[13]  Dominik Brugger,et al.  Support for the slip hypothesis from whisker-related tactile perception of rats in a noisy environment , 2015, Front. Integr. Neurosci..

[14]  E. Guic-Robles,et al.  Rats can learn a roughness discrimination using only their vibrissal system , 1989, Behavioural Brain Research.

[15]  Maik C. Stüttgen,et al.  Integration of Vibrotactile Signals for Whisker-Related Perception in Rats Is Governed by Short Time Constants: Comparison of Neurometric and Psychometric Detection Performance , 2010, The Journal of Neuroscience.

[16]  Asaf Keller,et al.  Robust Temporal Coding in the Trigeminal System , 2004, Science.

[17]  H. Witte,et al.  Structural Characterization of the Whisker System of the Rat , 2012, IEEE Sensors Journal.

[18]  M. Hollins,et al.  The vibrations of texture , 2003, Somatosensory & motor research.

[19]  Christoph Kayser,et al.  Texture signals in whisker vibrations. , 2006, Journal of neurophysiology.

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

[21]  W. B. Tiest Tactual perception of material properties , 2010, Vision Research.

[22]  Dominik Brugger,et al.  Vibrotactile Discrimination in the Rat Whisker System is Based on Neuronal Coding of Instantaneous Kinematic Cues , 2013, Cerebral cortex.

[23]  Ehud Ahissar,et al.  Importance of Temporal Cues for Tactile Spatial- Frequency Discrimination , 2001, The Journal of Neuroscience.

[24]  Gregory Telian,et al.  Short Time-Scale Sensory Coding in S1 during Discrimination of Whisker Vibrotactile Sequences , 2016, PLoS biology.

[25]  Gaël Varoquaux,et al.  Scikit-learn: Machine Learning in Python , 2011, J. Mach. Learn. Res..

[26]  S. Panzeri,et al.  Diverse and Temporally Precise Kinetic Feature Selectivity in the VPm Thalamic Nucleus , 2008, Neuron.

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

[28]  Sara A Solla,et al.  Whisking mechanics and active sensing , 2016, Current Opinion in Neurobiology.

[29]  Maik C. Stüttgen,et al.  Psychophysical and neurometric detection performance under stimulus uncertainty , 2008, Nature Neuroscience.

[30]  T. Gerdjikov,et al.  Discrimination of Vibrotactile Stimuli in the Rat Whisker System: Behavior and Neurometrics , 2010, Neuron.

[31]  Maik C. Stüttgen,et al.  Two Psychophysical Channels of Whisker Deflection in Rats Align with Two Neuronal Classes of Primary Afferents , 2006, The Journal of Neuroscience.

[32]  Strother H. Walker,et al.  Estimation of the probability of an event as a function of several independent variables. , 1967, Biometrika.

[33]  David Golomb,et al.  Tapered whiskers are required for active tactile sensation , 2013, eLife.

[34]  Daniel N. Hill,et al.  Texture Coding in the Rat Whisker System: Slip-Stick Versus Differential Resonance , 2008, PLoS biology.

[35]  Mark Holliins,et al.  Perceptual dimensions of tactile surface texture: A multidimensional scaling analysis , 1993, Perception & psychophysics.

[36]  M. Hollins,et al.  Evidence for the duplex theory of tactile texture perception , 2000, Perception & psychophysics.

[37]  D. Simons,et al.  Local field potentials and the encoding of whisker deflections by population firing synchrony in thalamic barreloids. , 2003, Journal of neurophysiology.

[38]  M. Hartmann,et al.  Mechanical Characteristics of Rat Vibrissae: Resonant Frequencies and Damping in Isolated Whiskers and in the Awake Behaving Animal , 2003, The Journal of Neuroscience.

[39]  M. Diamond,et al.  Neuronal Encoding of Texture in the Whisker Sensory Pathway , 2005, PLoS biology.

[40]  Corinna Cortes,et al.  Support-Vector Networks , 1995, Machine Learning.

[41]  R Bermejo,et al.  Optoelectronic monitoring of individual whisker movements in rats , 1998, Journal of Neuroscience Methods.

[42]  B. Berglund,et al.  Feeling Small: Exploring the Tactile Perception Limits , 2013, Scientific Reports.

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

[44]  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..

[45]  D. M. Green,et al.  Signal detection theory and psychophysics , 1966 .

[46]  G. Debrégeas,et al.  Effect of fingerprints orientation on skin vibrations during tactile exploration of textured surfaces , 2009, Communicative & integrative biology.

[47]  M. M. Taylor,et al.  Tactile roughness of grooved surfaces: A model and the effect of friction , 1975 .

[48]  M. Diamond,et al.  Neuronal Activity in Rat Barrel Cortex Underlying Texture Discrimination , 2007, PLoS biology.

[49]  D. Simons,et al.  Circuit dynamics and coding strategies in rodent somatosensory cortex. , 2000, Journal of neurophysiology.