Особенности расчета коэффициента синхронизации нейронных сетей
Peculiarities of calculation of the synchronization coefficienт in neuronal networks

Summary/Abstract: The peculiarities of calculation of the synchronization coefficient in the brain neuronal network are discussed. The synchronization analysis is based on the cross-correlation of the action potential time for any pairs of neurons. The limitation of the method is a way of choosing the duration of time interval. It is used for transformation of the sequence of action potential chain to the binary numerical format with the following cross-correlation value calculation. Using optimization principle, which helps to define the network degree of synchronization exactly, we developed a method of the “optimal” time interval value determination.

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