Texture signals in whisker vibrations (original) (raw)
Abstract
AI
Rodents excel in texture discrimination through whisker vibrations. This research identifies key signals in these vibrations by capturing and analyzing data from both artificial and natural whiskers. A classification algorithm revealed that modulation power and centroid are critical in distinguishing textures. The findings suggest that biological systems efficiently extract relevant features for texture classification.
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References (30)
- Grant GGP02459, Italian Ministry of Universities and Research Grant 20002035, and Human Frontiers Science Programme Grant RGP0043.
- Ahissar E and Kleinfeld D. Closed-loop neuronal computations: focus on vibrissa somatosensation in rat. Cereb Cortex 13: 53-62, 2003.
- Andermann ML, Ritt J, Neimark MA, and Moore CI. Neural correlates of vibrissa resonance; band-pass and somatotopic representation of high- frequency stimuli. Neuron 42: 451-463, 2004.
- Arabzadeh E, Panzeri S, and Diamond ME. Whisker vibration information carried by rat barrel cortex neurons. J Neurosci 24: 6011-6020, 2004.
- Arabzadeh E, Petersen RS, and Diamond ME. Encoding of whisker vibra- tion by rat barrel cortex neurons: implications for texture discrimination. J Neurosci 23: 9146 -9154, 2003.
- Arabzadeh E, Zorzin E, and Diamond ME. Neuronal encoding of texture in the whisker sensory pathway. PLoS Biol 3: e17, 2005.
- Armstrong-James M and Fox K. Spatiotemporal convergence and diver- gence in the rat S1 "barrel" cortex. J Comp Neurol 263: 265-281, 1987.
- Bishop M. Neural Networks for Pattern Recognition. Oxford, UK: Oxford Univ. Press, 1995.
- Brecht M, Roth A, and Sakmann B. Dynamic receptive fields of recon- structed pyramidal cells in layers 3 and 2 of rat somatosensory barrel cortex. J Physiol 553: 243-265, 2003.
- Brecht M, Preilowski B, and Merzenich MM. Functional architecture of the mystacial vibrissae. Behav Brain Res 84: 81-97, 1997.
- Brown AWS and Waite PME. Responses in the rat thalamus to whisker movements produced by motor nerve stimulation. J Physiol 238: 387-401, 1974.
- Carvell GE and Simons DJ. Biometric analyses of vibrissal tactile discrim- ination in the rat. J Neurosci 10: 2638 -2648, 1990.
- Carvell GE and Simons DJ. Task-and subject-related differences in senso- rimotor behavior during active touch. Somatosens Mot Res 12: 1-9, 1995.
- Deschenes M, Timofeeva E, and Lavallee P. The relay of high-frequency sensory signals in the whisker-to-barreloid pathway. J Neurosci 23: 6778 - 6787, 2003.
- Fend M, Bovet S, Yokoi H, and Pfeifer R. An active artificial whisker array for texture discrimination. Proc IEEE/RSJ Intl Conf Intell Robots Syst II: 1044 -1049, 2003.
- Gibson JM and Welker WI. Quantitative studies of stimulus coding in first-order vibrissa afferents of rats. II. Adaptation and coding of stimulus parameters. Somatosens Res 1: 95-117, 1983a.
- Gibson JM and Welker WI. Quantitative studies of stimulus coding in first-order vibrissa afferents of rats. I. Receptive field properties and thresh- old distributions. Somatosens Res 1: 51-67, 1983b.
- Guic-Robles E, Valdivieso C, and Guajardo G. Rats can learn a roughness discrimination using only their vibrissal system. Behav Brain Res 31: 285-289, 1989.
- Hartmann MJ, Johnson NJ, Towal RB, and Assad C. Mechanical charac- teristics of rat vibrissae: resonant frequencies and damping in isolated whiskers and in the awake behaving animal. J Neurosci 23: 6510 -6519, 2003.
- Harvey MA, Bermejo R, and Zeigler HP. Discriminative whisking in the head-fixed rat: optoelectronic monitoring during tactile detection and dis- crimination tasks. Somatosens Mot Res 18: 211-222, 2001.
- Hutson KA and Masterton RB. The sensory contribution of a single vibris- sa's cortical barrel. J Neurophysiol 56: 1196 -1223, 1986.
- Krupa DJ, Matell MS, Brisben AJ, Oliveira LM, and Nicolelis MA. Behavioral properties of the trigeminal somatosensory system in rats per- forming whisker-dependent tactile discriminations. J Neurosci 21: 5752- 5763, 2001.
- Lichtenstein SH, Carvell GE, and Simons DJ. Responses of rat trigeminal ganglion neurons to movements of vibrissae in different directions. Somato- sens Mot Res 7: 47-65, 1990.
- Metha SB and Kleinfeld D. Frisking the whiskers: patterned sensory input in the rat vibrissa system. Neuron 41: 181-184, 2004.
- Moore CI. Frequency-dependent processing in the vibrissa sensory system. J Neurophysiol 91: 2390 -2399, 2004.
- Neimark MA, Andermann ML, Hopfield JJ, and Moore Christopher I. Vibrissa resonance as a transduction mechanism for tactile encoding. J Neu- rosci 23: 6499 -6509, 2003.
- Shoykhet M, Doherty D, and Simons DJ. Coding of deflection velocity and amplitude by whisker primary afferent neurons: implications for higher level processing. Somatosens Mot Res 17: 171-180, 2000.
- Staiger JF, Flagmeyer I, Schubert D, Zilles K, Kotter R, and Luhmann HJ. Functional diversity of layer IV spiny neurons in rat somatosensory cortex: quantitative morphology of electrophysiologically characterized and biocytin labeled cells. Cereb Cortex 14: 690 -701, 2004.
- Szwed M, Bagdasarian K, and Ahissar E. Encoding of vibrissal active touch. Neuron 40: 621-630, 2003.
- Woolsey TA and Van der Loos H. The structural organization of layer IV in the somatosensory region (SI) of mouse cerebral cortex. The description of a cortical field composed of discrete cytoarchitectonic units. Brain Res 17: 205-242, 1970.