Differences in spiking patterns among cortical neurons

被引:150
作者
Shinomoto, S [1 ]
Shima, K
Tanji, J
机构
[1] Kyoto Univ, Grad Sch Sci, Dept Phys, Kyoto 6068502, Japan
[2] Tohoku Univ, Sch Med, Dept Physiol, Sendai, Miyagi 9808575, Japan
关键词
PREFRONTAL CORTEX; BEHAVING RAT; SUPPLEMENTARY; INFORMATION; RELIABILITY; STATISTICS;
D O I
10.1162/089976603322518759
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Spike sequences recorded from four cortical areas of an awake behaving monkey were examined to explore characteristics that vary among neurons. We found that a measure of the local variation of interspike intervals, L-V, is nearly the same for every spike sequence for any given neuron, while it varies significantly among neurons. The distributions of L-V values for neuron ensembles in three of the four areas were found to be distinctly bimodal. Two groups of neurons classified according to the spiking irregularity exhibit different responses to the same stimulus. This suggests that neurons in each area can be classified into different groups possessing unique spiking statistics and corresponding functional properties.
引用
收藏
页码:2823 / 2842
页数:20
相关论文
共 23 条
[1]   NEW LOOK AT STATISTICAL-MODEL IDENTIFICATION [J].
AKAIKE, H .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1974, AC19 (06) :716-723
[2]   IMPROVED TIME-AMPLITUDE WINDOW DISCRIMINATOR [J].
BAK, MJ ;
SCHMIDT, EM .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1977, 24 (05) :486-489
[3]   MODEL-BASED GAUSSIAN AND NON-GAUSSIAN CLUSTERING [J].
BANFIELD, JD ;
RAFTERY, AE .
BIOMETRICS, 1993, 49 (03) :803-821
[4]   MULTI-SAMPLE CLUSTER-ANALYSIS USING AKAIKES INFORMATION CRITERION [J].
BOZDOGAN, H ;
SCLOVE, SL .
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 1984, 36 (01) :163-180
[5]  
Bozdogan H., 1992, INFORM CLASSIFICATIO, P40
[6]   CELLULAR BASES OF HIPPOCAMPAL EEG IN THE BEHAVING RAT [J].
BUZSAKI, G ;
LEUNG, LWS ;
VANDERWOLF, CH .
BRAIN RESEARCH REVIEWS, 1983, 6 (02) :139-171
[7]   A role for inhibition in shaping the temporal flow of information in prefrontal cortex [J].
Constantinidis, C ;
Williams, GV ;
Goldman-Rakic, PS .
NATURE NEUROSCIENCE, 2002, 5 (02) :175-180
[8]   Reliability and state dependence of pyramidal cell-interneuron synapses in the hippocampus:: an ensemble approach in the behaving rat [J].
Csicsvari, J ;
Hirase, H ;
Czurko, A ;
Buzsáki, G .
NEURON, 1998, 21 (01) :179-189
[9]   A TECHNIQUE FOR RECORDING ACTIVITY OF SUBCORTICAL NEURONS IN MOVING ANIMALS [J].
EVARTS, EV .
ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY, 1968, 24 (01) :83-&
[10]  
FUSTER JM, 1997, PREFRONTAL CORTEX