Measuring and interpreting neuronal correlations

被引:703
作者
Cohen, Marlene R. [1 ]
Kohn, Adam [2 ,3 ]
机构
[1] Harvard Univ, Sch Med, Dept Neurobiol, Boston, MA 02115 USA
[2] Albert Einstein Coll Med, Dept Neurosci, Bronx, NY 10467 USA
[3] Albert Einstein Coll Med, Dept Ophthalmol & Visual Sci, Bronx, NY 10467 USA
基金
美国国家卫生研究院;
关键词
PRIMARY VISUAL-CORTEX; LATERAL INTRAPARIETAL AREA; DECISION-RELATED ACTIVITY; SPIKE-TIME CORRELATIONS; EYE FIELD NEURONS; NOISE CORRELATIONS; SINGLE NEURONS; FUNCTIONAL CONNECTIVITY; SENSORY NEURONS; NEURAL ACTIVITY;
D O I
10.1038/nn.2842
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Mounting evidence suggests that understanding how the brain encodes information and performs computations will require studying the correlations between neurons. The recent advent of recording techniques such as multielectrode arrays and two-photon imaging has made it easier to measure correlations, opening the door for detailed exploration of their properties and contributions to cortical processing. However, studies have reported discrepant findings, providing a confusing picture. Here we briefly review these studies and conduct simulations to explore the influence of several experimental and physiological factors on correlation measurements. Differences in response strength, the time window over which spikes are counted, spike sorting conventions and internal states can all markedly affect measured correlations and systematically bias estimates. Given these complicating factors, we offer guidelines for interpreting correlation data and a discussion of how best to evaluate the effect of correlations on cortical processing.
引用
收藏
页码:811 / 819
页数:9
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