EEG source imaging: a practical review of the analysis steps

CM Michel, D Brunet - Frontiers in neurology, 2019 - frontiersin.org
The electroencephalogram (EEG) is one of the oldest technologies to measure neuronal
activity of the human brain. It has its undisputed value in clinical diagnosis, particularly (but …

Magnetoencephalography for brain electrophysiology and imaging

S Baillet - Nature neuroscience, 2017 - nature.com
We review the aspects that uniquely characterize magnetoencephalography (MEG) among
the techniques available to explore and resolve brain function and dysfunction. While …

Methodological considerations for studying neural oscillations

T Donoghue, N Schaworonkow… - European journal of …, 2022 - Wiley Online Library
Neural oscillations are ubiquitous across recording methodologies and species, broadly
associated with cognitive tasks, and amenable to computational modelling that investigates …

Where does EEG come from and what does it mean?

MX Cohen - Trends in neurosciences, 2017 - cell.com
Electroencephalography (EEG) has been instrumental in making discoveries about
cognition, brain function, and dysfunction. However, where do EEG signals come from and …

Identification of psychiatric disorder subtypes from functional connectivity patterns in resting-state electroencephalography

Y Zhang, W Wu, RT Toll, S Naparstek… - Nature biomedical …, 2021 - nature.com
The understanding and treatment of psychiatric disorders, which are known to be
neurobiologically and clinically heterogeneous, could benefit from the data-driven …

Defining epileptogenic networks: contribution of SEEG and signal analysis

F Bartolomei, S Lagarde, F Wendling, A McGonigal… - …, 2017 - Wiley Online Library
Epileptogenic networks are defined by the brain regions involved in the production and
propagation of epileptic activities. In this review we describe the historical, methodologic …

Alpha-beta and gamma rhythms subserve feedback and feedforward influences among human visual cortical areas

G Michalareas, J Vezoli, S Van Pelt, JM Schoffelen… - Neuron, 2016 - cell.com
Primate visual cortex is hierarchically organized. Bottom-up and top-down influences are
exerted through distinct frequency channels, as was recently revealed in macaques by …

A tutorial review of functional connectivity analysis methods and their interpretational pitfalls

AM Bastos, JM Schoffelen - Frontiers in systems neuroscience, 2016 - frontiersin.org
Oscillatory neuronal activity may provide a mechanism for dynamic network coordination.
Rhythmic neuronal interactions can be quantified using multiple metrics, each with their own …

Real-time neuroimaging and cognitive monitoring using wearable dry EEG

TR Mullen, CAE Kothe, YM Chi, A Ojeda… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Goal: We present and evaluate a wearable high-density dry-electrode EEG system and an
open-source software framework for online neuroimaging and state classification. Methods …

MEG and EEG data analysis with MNE-Python

A Gramfort, M Luessi, E Larson… - Frontiers in …, 2013 - frontiersin.org
Magnetoencephalography and electroencephalography (M/EEG) measure the weak
electromagnetic signals generated by neuronal activity in the brain. Using these signals to …