Encoding stimulus information by spike numbers and mean response time in primary auditory cortex

被引:119
作者
Nelken, I [1 ]
Chechik, G
Mrsic-Flogel, TD
King, AJ
Schnupp, JWH
机构
[1] Hebrew Univ Jerusalem, Dept Neurobiol, Jerusalem, Israel
[2] Hebrew Univ Jerusalem, Interdisciplinary Ctr Neural Computat, Jerusalem, Israel
[3] Hebrew Univ Jerusalem, Dept Comp Sci, IL-91904 Jerusalem, Israel
[4] Univ Oxford, Physiol Lab, Oxford OX1 3PT, England
基金
英国惠康基金;
关键词
auditory cortex; complex sounds; electrophysiology; mutual information;
D O I
10.1007/s10827-005-1739-3
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Neurons can transmit information about sensory stimuli via their firing rate, spike latency, or by the occurrence of complex spike patterns. Identifying which aspects of the neural responses actually encode sensory information remains a fundamental question in neuroscience. Here we compared various approaches for estimating the information transmitted by neurons in auditory cortex in two very different experimental paradigms, one measuring spatial tuning and the other responses to complex natural stimuli. We demonstrate that, in both cases, spike counts and mean response times jointly carry essentially all the available information about the stimuli. Thus, in auditory cortex, whereas spike counts carry only partial information about stimulus identity or location, the additional availability of relatively coarse temporal information is sufficient in order to extract essentially all the sensory information available in the spike discharge pattern, at least for the relatively short stimuli (< similar to 100 ms) commonly used in auditory research.
引用
收藏
页码:199 / 221
页数:23
相关论文
共 41 条
[1]  
[Anonymous], 1981, Statistical Tables
[2]  
[Anonymous], 1995, Theory of Statistics
[3]  
Bar-Yosef O, 2002, J NEUROSCI, V22, P8619
[4]   READING A NEURAL CODE [J].
BIALEK, W ;
RIEKE, F ;
VANSTEVENINCK, RRD ;
WARLAND, D .
SCIENCE, 1991, 252 (5014) :1854-1857
[5]   Auditory cortical spatial receptive fields [J].
Brugge, JF ;
Reale, RA ;
Jenison, RL ;
Schnupp, J .
AUDIOLOGY AND NEURO-OTOLOGY, 2001, 6 (04) :173-177
[6]  
Brugge JF, 1996, J NEUROSCI, V16, P4420
[7]  
Cover T. M., 2005, ELEM INF THEORY, DOI 10.1002/047174882X
[8]  
DEGROOT M, 2001, PROBABILITY STAT
[9]  
Duda R. O., 2000, PATTERN CLASSIFICATI
[10]   Cortical representation of auditory space: Information-bearing features of spike patterns [J].
Furukawa, S ;
Middlebrooks, JC .
JOURNAL OF NEUROPHYSIOLOGY, 2002, 87 (04) :1749-1762