Visualization of currents in neural models with similar behavior and different conductance densities.

ABSTRACT: Conductance-based models of neural activity produce large amounts of data that can be hard to visualize and interpret. We introduce visualization methods to display the dynamics of the ionic currents and to display the models' response to perturbations. To visualize the currents' dynamics, we compute the percent contribution of each current and display them over time using stacked-area plots. The waveform of the membrane potential and the contribution of each current change as the models are perturbed. To represent these changes over a range of the perturbation control parameter, we compute and display the distributions of these waveforms. We illustrate these procedures in six examples of bursting model neurons with similar activity but that differ as much as threefold in their conductance

SUBMITTER: Alonso LM 

PROVIDER: S-EPMC6395073 | biostudies-literature | 2019 Jan

REPOSITORIES: biostudies-literature