2021
DOI: 10.1063/5.0018359
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Visibility-graphlet approach to the output series of a Hodgkin–Huxley neuron

Abstract: The output signals of neurons that are exposed to external stimuli are of great importance for brain functionality. Traditional time-series analysis methods have provided encouraging results; however, the associated patterns and their correlations in the output signals of neurons are masked by statistical procedures. Here, graphlets are employed to extract the local temporal patterns and the transitions between them from the output signals when neurons are exposed to external stimuli with selected stimulating … Show more

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