Publications de Cristian Carmeli

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Capturing the collective coherent spatiotemporal activity from measured data in large ensembles of coupled nonlinear sub-systems has revealed to be a key topic in many areas of applied sciences. Currently, this topic is addressed by considering multivariat ...

The extraction of information from measured data about the interactions taking place in a network of systems is a key topic in modern applied sciences. This topic has been traditionally addressed considering bivariate time series, providing methods that ar ...

The cardiovascular system can be macro-modelled as a collection of coupled oscillators. Recently, the use of mutual couplings of these oscillators to characterize the state of the system during anaesthesia has been proposed. Assuming that the synchronizati ...

Alzheimer's disease (AD) disrupts functional connectivity in distributed cortical networks. We analyzed changes in the S-estimator, a measure of multivariate intraregional synchronization, in electroencephalogram (EEG) source space in 15 mild AD patients v ...

A method to estimate from multivariate measurements the dependences within a network of coupled dynamical systems is proposed. The method is non-parametric and resorts to a statistics of the eigen-spectrums of the time series partial correlation matrices. ...

Mouse liver regeneration after partial hepatectomy involves cells in the remaining tissue synchronously entering the cell division cycle. We have used this system and H3K4me3, Pol II and Pol III profiling to characterize adaptations in Pol III transcriptio ...

Cristian Carmeli

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Assessing cooperative behavior in dynamical networks with applications to brain data

Estimating interdependences in networks of weakly coupled deterministic systems

State Change Detection using Multivariate Synchronization Measure from Physiological Signals

Evolution of source EEG synchronization in early Alzheimer's disease

State Change Detection Using Multivariate Synchronization Measure from Physiological Signals

Assessing Dependences within Multivariate Time Series Partializing the Knowledge of Thirds

Inferring global dynamics and connectivity of neural ensembles through EEG signals

Assessment of EEG synchronization based on state-space analysis

Differential regulation of RNA polymerase III genes during liver regeneration

A Novel Interhemispheric Interaction: Modulation of Neuronal Cooperativity in the Visual Areas