Functional connectivity inference from fMRI data using multivariate information measures
Q Li - Neural Networks, 2022 - Elsevier
Shannon's entropy or an extension of Shannon's entropy can be used to quantify information
transmission between or among variables. Mutual information is the pair-wise information …
transmission between or among variables. Mutual information is the pair-wise information …
Measuring the rate of information exchange in point-process data with application to cardiovascular variability
The amount of information exchanged per unit of time between two dynamic processes is an
important concept for the analysis of complex systems. Theoretical formulations and data …
important concept for the analysis of complex systems. Theoretical formulations and data …
Network representation of multicellular activity in pancreatic islets: Technical considerations for functional connectivity analysis
Within the islets of Langerhans, beta cells orchestrate synchronized insulin secretion, a
pivotal aspect of metabolic homeostasis. Despite the inherent heterogeneity and multimodal …
pivotal aspect of metabolic homeostasis. Despite the inherent heterogeneity and multimodal …
Estimation of complete mutual information exploiting nonlinear magnitude-phase dependence: Application to spatial FNC for complex-valued fMRI data
WX Li, QH Lin, CY Zhang, Y Han, HJ Li… - Journal of Neuroscience …, 2024 - Elsevier
Background Real-valued mutual information (MI) has been used in spatial functional
network connectivity (FNC) to measure high-order and nonlinear dependence between …
network connectivity (FNC) to measure high-order and nonlinear dependence between …
Measuring the Amount of Concomitant Firing during Neural Development
G Mijatovic, N Vukosavljevic… - 2022 IEEE 20th …, 2022 - ieeexplore.ieee.org
The aim of this work was to estimate and compare the amount of concomitant firing in the
neural dynamics of dissociated in-vitro cultures analyzed across various stages of …
neural dynamics of dissociated in-vitro cultures analyzed across various stages of …