Whisker vibration information carried by rat barrel cortex neurons

被引:123
作者
Arabzadeh, E
Panzeri, S
Diamond, ME
机构
[1] Scuola Int Super Studi Avanzati, Cognit Neurosci Sector, I-34014 Trieste, Italy
[2] Univ Manchester, Inst Sci & Technol, Dept Optometry, Manchester M60 1QD, Lancs, England
[3] Univ Manchester, Inst Sci & Technol, Dept Neurosci, Manchester M60 1QD, Lancs, England
基金
英国惠康基金;
关键词
information; barrel; cortex; texture; coding; vibrissa;
D O I
10.1523/JNEUROSCI.1389-04.2004
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Rats can make extremely fine texture discriminations by "whisking" their vibrissa across the surface of an object. We have investigated one hypothesis for the neuronal basis of texture representation by measuring how clusters of neurons in the barrel cortex of anesthetized rats encode the kinetic features of sinusoidal whisker vibrations. Mutual information analyses of spike counts led to a number of findings. Information about vibration kinetics became available as early as 6 msec after stimulus onset and reached a peak at similar to20-30 msec. Vibration speed, proportional to the product of vibration amplitude (A) and frequency (f), was the kinetic property most reliably reported by cortical neurons. Indeed, by measuring information when the complete stimulus set was collapsed into feature-defined groups, we found that neurons reduced the dimensionality of the stimulus from two features ( A, f) to a single feature, the product Af. Moreover, because different neurons encode stimuli in the same manner, information loss was negligible even when the activity of separate neuronal clusters was pooled. This suggests a decoding scheme whereby target neurons could capture all available information simply by summating the signals from separate barrel cortex neurons. These results indicate that neuronal population activity provides sufficient information to allow nearly perfect discrimination of two vibrations, based on their deflection speeds, within a time scale comparable with that of a single whisking motion across a surface.
引用
收藏
页码:6011 / 6020
页数:10
相关论文
共 46 条
[1]   The information content of receptive fields [J].
Adelman, TL ;
Bialek, W ;
Olberg, RM .
NEURON, 2003, 40 (04) :823-833
[2]  
Arabzadeh E, 2003, J NEUROSCI, V23, P9146
[3]  
Blake DT, 1997, J NEUROSCI, V17, P7480
[4]   Information theory and neural coding [J].
Borst, A ;
Theunissen, FE .
NATURE NEUROSCIENCE, 1999, 2 (11) :947-957
[5]   Functional architecture of the mystacial vibrissae [J].
Brecht, M ;
Preilowski, B ;
Merzenich, MM .
BEHAVIOURAL BRAIN RESEARCH, 1997, 84 (1-2) :81-97
[6]   Efficient discrimination of temporal patterns by motion-sensitive neurons in primate visual cortex [J].
Buracas, GT ;
Zador, AM ;
DeWeese, MR ;
Albright, TD .
NEURON, 1998, 20 (05) :959-969
[7]  
CARVELL GE, 1990, J NEUROSCI, V10, P2638
[8]   MAPPING THE BODY REPRESENTATION IN THE SI CORTEX OF ANESTHETIZED AND AWAKE RATS [J].
CHAPIN, JK ;
LIN, CS .
JOURNAL OF COMPARATIVE NEUROLOGY, 1984, 229 (02) :199-213
[9]   TACTILE ROUGHNESS - NEURAL CODES THAT ACCOUNT FOR PSYCHOPHYSICAL MAGNITUDE ESTIMATES [J].
CONNOR, CE ;
HSIAO, SS ;
PHILLIPS, JR ;
JOHNSON, KO .
JOURNAL OF NEUROSCIENCE, 1990, 10 (12) :3823-3836
[10]  
CONNOR CE, 1992, J NEUROSCI, V12, P3414