Mining Time-Resolved Functional Brain Graphs to an EEG-Based Chronnectomic Brain Aged Index (CBAI)

Topological Filtering of Dynamic Functional Brain Networks Unfolds Informative Chronnectomics: A Novel Data-Driven Thresholding Scheme Based on Orthogonal Minimal Spanning Trees (OMSTs)

(2017) Stavros I. Dimitriadis et al.   Frontiers in Neuroinformatics

Greater Repertoire and Temporal Variability of Cross-Frequency Coupling (CFC) Modes in Resting-State Neuromagnetic Recordings among Children with Reading Difficulties

(2016) Stavros I. Dimitriadis et al.   Frontiers in Human Neuroscience

Causal Interactions between Frontalθ – Parieto-Occipitalα2 Predict Performance on a Mental Arithmetic Task

(2016) Stavros I. Dimitriadis et al.   Frontiers in Human Neuroscience

Activity flow over resting-state networks shapes cognitive task activations

(2016) Michael W Cole et al.   NATURE NEUROSCIENCE

Dynamic brain network reconfiguration as a potential schizophrenia genetic risk mechanism modulated by NMDA receptor function

(2016) Urs Braun et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

NNMF connectivity microstates : A new approach to represent the dynamic brain coordination.

(2016) Marimpis Avraam et al.   Frontiers in Neuroinformatics

Transition dynamics of EEG-based network microstates during mental arithmetic and resting wakefulness reflects task-related modulations and developmental changes

(2015) S. I. Dimitriadis et al.   Cognitive Neurodynamics

Predicting individual brain maturity using dynamic functional connectivity

(2015) Jian Qin et al.   Frontiers in Human Neuroscience

Tracking the Brain's Functional Coupling Dynamics over Development

(2015) R. M. Hutchison et al.   JOURNAL OF NEUROSCIENCE

Developmental changes in spontaneous electrocortical activity and network organization from early to late childhood

(2015) Vladimir Miskovic et al.   NEUROIMAGE

What are Extreme Learning Machines? Filling the Gap Between Frank Rosenblatt’s Dream and John von Neumann’s Puzzle

(2015) Guang-Bin Huang   Cognitive Computation

A novel biomarker of amnestic MCI based on dynamic cross-frequency coupling patterns during cognitive brain responses

(2015) Stavros I. Dimitriadis et al.   Frontiers in Neuroscience

Cognitive Workload Assessment Based on the Tensorial Treatment of EEG Estimates of Cross-Frequency Phase Interactions

(2014) Stavros I. Dimitriadis et al.   ANNALS OF BIOMEDICAL ENGINEERING

Partial distance correlation with methods for dissimilarities

(2014) Gábor J. Székely et al.   ANNALS OF STATISTICS

Changes in structural and functional connectivity among resting-state networks across the human lifespan

(2014) Richard F. Betzel et al.   NEUROIMAGE

The Chronnectome: Time-Varying Connectivity Networks as the Next Frontier in fMRI Data Discovery

(2014) Vince D. Calhoun et al.   NEURON

On the Quantization of Time-Varying Phase Synchrony Patterns into Distinct Functional Connectivity Microstates (FCμstates) in a Multi-trial Visual ERP Paradigm

(2013) S. I. Dimitriadis et al.   BRAIN TOPOGRAPHY

Altered temporal correlations in resting-state connectivity fluctuations in children with reading difficulties detected via MEG

(2013) S.I. Dimitriadis et al.   NEUROIMAGE

Scaling Brain Size, Keeping Timing: Evolutionary Preservation of Brain Rhythms

(2013) György Buzsáki et al.   NEURON

Intrinsic Coupling Modes: Multiscale Interactions in Ongoing Brain Activity

(2013) Andreas K. Engel et al.   NEURON

Functional Interactions as Big Data in the Human Brain

(2013) N. B. Turk-Browne   SCIENCE

Cross-frequency coupling in real and virtual brain networks

(2013) Viktor Jirsa et al.   Frontiers in Computational Neuroscience

Characterizing Functional Connectivity Differences in Aging Adults using Machine Learning on Resting State fMRI Data

(2013) Svyatoslav Vergun et al.   Frontiers in Computational Neuroscience

Age-Related Differences in Test-Retest Reliability in Resting-State Brain Functional Connectivity

(2012) Jie Song et al.   PLoS One

A novel symbolization scheme for multichannel recordings with emphasis on phase information and its application to differentiate EEG activity from different mental tasks

(2011) Stavros I. Dimitriadis et al.   Cognitive Neurodynamics

Support vector machine classification and characterization of age-related reorganization of functional brain networks

(2011) Timothy B. Meier et al.   NEUROIMAGE

Dynamic reconfiguration of human brain networks during learning

(2011) D. S. Bassett et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Tracking brain dynamics via time-dependent network analysis

(2010) Stavros I. Dimitriadis et al.   JOURNAL OF NEUROSCIENCE METHODS

Neural Syntax: Cell Assemblies, Synapsembles, and Readers

(2010) György Buzsáki   NEURON

Prediction of Individual Brain Maturity Using fMRI

(2010) Nico U. F. Dosenbach et al.   SCIENCE

FieldTrip: Open Source Software for Advanced Analysis of MEG, EEG, and Invasive Electrophysiological Data

(2010) Robert Oostenveld et al.   Computational Intelligence and Neuroscience

The Resting Brain: Unconstrained yet Reliable

(2009) Zarrar Shehzad et al.   CEREBRAL CORTEX

Intrinsic Functional Connectivity As a Tool For Human Connectomics: Theory, Properties, and Optimization

(2009) Koene R. A. Van Dijk et al.   JOURNAL OF NEUROPHYSIOLOGY

Disease state prediction from resting state functional connectivity

(2009) R. Cameron Craddock et al.   MAGNETIC RESONANCE IN MEDICINE

Discriminative analysis of resting-state functional connectivity patterns of schizophrenia using low dimensional embedding of fMRI

(2009) Hui Shen et al.   NEUROIMAGE

Reliable intrinsic connectivity networks: Test–retest evaluation using ICA and dual regression approach

(2009) Xi-Nian Zuo et al.   NEUROIMAGE

Development of Large-Scale Functional Brain Networks in Children

(2009) Kaustubh Supekar et al.   PLOS BIOLOGY

Default-mode function and task-induced deactivation have overlapping brain substrates in children

(2008) Moriah E. Thomason et al.   NEUROIMAGE