26 citations · 29 across the 3 of their papers we have counts for
3 papers
q-bio.NC2017★ 26 cited
Mutual Information in Frequency and its Application to Measure Cross-Frequency Coupling in Epilepsy
Rakesh Malladi, Don H Johnson, Giridhar P Kalamangalam +2
We define a metric, mutual information in frequency (MI-in-frequency), to detect and quantify the statistical dependence between different frequency components in the data, referre…
cs.IT2017★ 1 cited
Data-Driven Estimation Of Mutual Information Between Dependent Data
Rakesh Malladi, Don H Johnson, Behnaam Aazhang
We consider the problem of estimating mutual information between dependent data, an important problem in many science and engineering applications. We propose a data-driven, non-pa…
physics.data-an2008★ 2 cited
The Correlation Function of Multiple Dependent Poisson Processes Generated by the Alternating Renewal Process Method
Don H. Johnson
We derive conditions under which alternating renewal processes can be used to construct correlated Poisson processes. The pairwise correlation function is also derived, showing tha…