Variance-based sensitivity analysis for models with correlated inputs and its state dependent parameter solution
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DOI: 10.1007/s00158-017-1699-z
Abstract: Sensitivity analysis is indispensable to structural design and optimization. This paper focuses on sensitivity analysis for models with correlated inputs. To explore the contributions of correlated inputs to the uncertainty in a model output, the… read more here.
Keywords: models correlated; contributions correlated; correlated inputs; variance contributions ... See more keywords
Colored noise and a stochastic fractional model for correlated inputs and adaptation in neuronal firing
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DOI: 10.1007/s00422-017-0731-0
Abstract: High variability in the neuronal response to stimulations and the adaptation phenomenon cannot be explained by the standard stochastic leaky integrate-and-fire model. The main reason is that the uncorrelated inputs involved in the model are… read more here.
Keywords: colored noise; time; correlated inputs; model ... See more keywords