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20012021
most citedGranger causality in the frequency domain: derivation and applications

14 citations · 32 across the 6 of their papers we have counts for

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Showing 2021Show all

4 papers · 1 filter

q-bio.NC20214 cited

Impact of the activation rate of the hyperpolarization-activated current on the neuronal membrane time constant and synaptic potential duration

Cesar C. Ceballos, Rodrigo F. O. Pena, Antonio C. Roque

The temporal dynamics of membrane voltage changes in neurons is controlled by ionic currents. These currents are characterized by two main properties: conductance and kinetics. The…

q-bio.NC20212 cited

Modeling and characterizing stochastic neurons based on in vitro voltage-dependent spike probability functions

Vinicius Lima, Rodrigo F. O. Pena, Renan O. Shimoura +6

Neurons in the nervous system are submitted to distinct sources of noise, such as ionic-channel and synaptic noise, which introduces variability in their responses to repeated pres…

physics.bio-ph202110 cited

Building a model of the brain: from detailed connectivity maps to network organization

Renan Oliveira Shimoura, Rodrigo F. O. Pena, Vinicius Lima +3

The field of computational modeling of the brain is advancing so rapidly that now it is possible to model large scale networks representing different brain regions with a high leve…

physics.data-an202114 cited

Granger causality in the frequency domain: derivation and applications

Vinicius Lima, Fernanda Jaiara Dellajustina, Renan O. Shimoura +4

Physicists are starting to work in areas where noisy signal analysis is required. In these fields, such as Economics, Neuroscience, and Physics, the notion of causality should be i…