Correlations Without Synchrony

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Correlations Without Synchrony

Peaks in spike train correlograms are usually taken as indicative of spike timing synchronization between neurons. Strictly speaking, however, a peak merely indicates that the two spike trains were not independent. Two biologically plausible ways of departing from independence that are capable of generating peaks very similar to spike timing peaks are described here: covariations over trials in...

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Correlations and synchrony in threshold neuron models.

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Concerted neural activity can reflect specific features of sensory stimuli or behavioral tasks. Correlation coefficients and count correlations are frequently used to measure correlations between neurons, design synthetic spike trains and build population models. But are correlation coefficients always a reliable measure of input correlations? Here, we consider a stochastic model for the genera...

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ژورنال

عنوان ژورنال: Neural Computation

سال: 1999

ISSN: 0899-7667,1530-888X

DOI: 10.1162/089976699300016133