Population rate codes carried by mean, fluctuation and synchrony of neuronal firings

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Population rate codes carried by mean, fluctuation and synchrony of neuronal firings

A population of firing neurons is expected to carry information not only by mean firing rate but also by fluctuation and synchrony among neurons. In order to examine this possibility, we have studied responses of neuronal ensembles to three kinds of inputs: mean-, fluctuation-and synchrony-driven inputs. The generalized rate-code model including additive and multiplica-tive noise (H. Hasegawa, ...

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Equations of motion for mean firing rate, fluctuation and synchrony have been derived with the use of the augmented moment method (AMM) for the generalized rate-code model including additive and multiplicative noise (H. Hasegawa, Phys. Rev. E 75, 051904 (2007)). We have investigated the response of a neuronal ensemble to three kinds of inputs: mean-driven, fluctuation-driven and synchrony-drive...

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ژورنال

عنوان ژورنال: Physica A: Statistical Mechanics and its Applications

سال: 2009

ISSN: 0378-4371

DOI: 10.1016/j.physa.2008.10.033