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Independent EEG Sources Are Dipolar

https://doi.org/10.1371/journal.pone.0030135

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What this work says

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Changes in brain activity of trainees during laparoscopic surgical virtual training assessed with electroencephalography

inferred← citeshttps://doi.org/10.1016/j.brainres.2023.148730openalex-snapshot

The cerebellum monitors errors and entrains executive networks

inferred← citeshttps://doi.org/10.1016/j.bspc.2019.01.017openalex-snapshot

How many channels are suitable for independent component analysis in motor imagery brain-computer interface

inferred← citeshttps://doi.org/10.1016/j.bspc.2020.102336openalex-snapshot

Estimation of the independent components reliability of EEG signal in a clinical application

inferred← citeshttps://doi.org/10.1016/j.bspc.2021.103292openalex-snapshot

Which BSS method separates better the EEG Signals? A comparison of five different algorithms

inferred← citeshttps://doi.org/10.1016/j.bspc.2023.105074openalex-snapshot

Classification of low-functioning and high-functioning autism using task-based EEG signals

inferred← citeshttps://doi.org/10.1016/j.bspc.2023.105830openalex-snapshot

Selecting methods for a modular EEG pre-processing pipeline: An objective comparison

inferred← citeshttps://doi.org/10.1016/j.bspc.2024.106475openalex-snapshot

EMD-BSS: A hybrid methodology combining Empirical Mode Decomposition and Blind Source Separation to eliminate the ocular artifacts from EEG recordings

inferred← citeshttps://doi.org/10.1016/j.bspc.2024.107345openalex-snapshot

Learning-based EEG rhythm analysis for the enhancement of motor imagery-based brain-computer interface performance

inferred← citeshttps://doi.org/10.1016/j.clinph.2013.02.011openalex-snapshot

Comparison of spatial and temporal independent component analyses of electroencephalographic data: A simulation study

inferred← citeshttps://doi.org/10.1016/j.clinph.2013.06.015openalex-snapshot

Group Independent Component Analysis (gICA) and Current Source Density (CSD) in the study of EEG in ADHD adults

inferred← citeshttps://doi.org/10.1016/j.clinph.2013.12.109openalex-snapshot

Temporo-frontal phase synchronization supports hierarchical network for mismatch negativity

inferred← citeshttps://doi.org/10.1016/j.clinph.2015.12.009openalex-snapshot

Automatic determination of EMG-contaminated components and validation of independent component analysis using EEG during pharmacologic paralysis

inferred← citeshttps://doi.org/10.1016/j.clinph.2018.05.020openalex-snapshot

Central neuropathic pain in paraplegia alters movement related potentials

inferred← citeshttps://doi.org/10.1016/j.clinph.2018.06.002openalex-snapshot

Altered electrophysiological correlates of motor inhibition and performance monitoring in Tourette’s syndrome

inferred← citeshttps://doi.org/10.1016/j.clinph.2018.06.017openalex-snapshot

Resting cranial and upper cervical muscle activity is increased in patients with migraine

inferred← citeshttps://doi.org/10.1016/j.clinph.2019.09.016openalex-snapshot

Fast and effective removal of contamination from scalp electrical recordings

inferred← citeshttps://doi.org/10.1016/j.clinph.2021.10.018openalex-snapshot

Resting state network activation and functional connectivity in the dying brain

inferred← citeshttps://doi.org/10.1016/j.clinph.2021.12.002openalex-snapshot

A method to assess the default EEG macrostate and its reactivity to stimulation

inferred← citeshttps://doi.org/10.1016/j.clinph.2022.01.128openalex-snapshot

EEG-based functional connectivity and executive control in patients with Parkinson’s disease and freezing of gait

inferred← citeshttps://doi.org/10.1016/j.clinph.2023.01.018openalex-snapshot

RELAX part 2: A fully automated EEG data cleaning algorithm that is applicable to Event-Related-Potentials

inferred← citeshttps://doi.org/10.1016/j.clinph.2023.05.010openalex-snapshot

The contribution of executive control dysfunction to freezing of gait in Parkinson’s disease

inferred← citeshttps://doi.org/10.1016/j.clinph.2025.2111377openalex-snapshot

Classification of magnetoencephalographic independent components in epilepsy by machine learning

inferred← citeshttps://doi.org/10.1016/j.clinph.2025.2111378openalex-snapshot

EEG is better when cleaning effectively targets artifacts

inferred← citeshttps://doi.org/10.1016/j.clinph.2025.2111487openalex-snapshot

Clinical utility and prospective of TMS–EEG: Updated review from an international expert group

inferred← citeshttps://doi.org/10.1016/j.clinph.2026.2111713openalex-snapshot

Elevated gamma spectral event peak power during auditory chirp is associated with neuropsychiatric features in Fragile X syndrome

inferred← citeshttps://doi.org/10.1016/j.cobme.2021.100285openalex-snapshot

Detection and localization of deep sources in magnetoencephalography: A review

inferred← citeshttps://doi.org/10.1016/j.cognition.2022.105051openalex-snapshot

Timing of brain entrainment to the speech envelope during speaking, listening and self-listening

inferred← citeshttps://doi.org/10.1016/j.cogsys.2021.05.002openalex-snapshot

A study on understanding cognitive states through gait analysis

inferred← citeshttps://doi.org/10.1016/j.compbiomed.2025.110874openalex-snapshot

Mu and beta power effects of fast response trait double dissociate during precue and movement execution in the sensorimotor cortex

inferred← citeshttps://doi.org/10.1016/j.cortex.2016.04.010openalex-snapshot

Increased ongoing neural variability in ADHD

inferred← citeshttps://doi.org/10.1016/j.cortex.2018.11.026openalex-snapshot

Differential brain-to-brain entrainment while speaking and listening in native and foreign languages

inferred← citeshttps://doi.org/10.1016/j.cortex.2022.01.018openalex-snapshot

Reward and expectancy effects on neural signals of motor preparation and execution

inferred← citeshttps://doi.org/10.1016/j.cortex.2024.09.016openalex-snapshot

Reduced resting-state periodic beta power in adults who stutter is related to sensorimotor control of speech execution

inferred← citeshttps://doi.org/10.1016/j.cortex.2026.04.017openalex-snapshot

The effects of time constraints on electrocortical dynamics underlying obstacle avoidance while walking

inferred← citeshttps://doi.org/10.1016/j.csda.2015.09.014openalex-snapshot

Hierarchical independent component analysis: A multi-resolution non-orthogonal data-driven basis

inferred← citeshttps://doi.org/10.1016/j.dcn.2019.100635openalex-snapshot

Mobile EEG in research on neurodevelopmental disorders: Opportunities and challenges

inferred← citeshttps://doi.org/10.1016/j.dcn.2022.101072openalex-snapshot

A tutorial on the use of temporal principal component analysis in developmental ERP research – Opportunities and challenges

inferred← citeshttps://doi.org/10.1016/j.dcn.2026.101801openalex-snapshot

Maturational trajectories of neurophysiological indices of inhibitory control in typically developing children

inferred← citeshttps://doi.org/10.1016/j.dib.2018.12.022openalex-snapshot

A visual working memory dataset collection with bootstrap Independent Component Analysis for comparison of electroencephalographic preprocessing pipelines

inferred← citeshttps://doi.org/10.1016/j.ebcr.2016.03.004openalex-snapshot

Dynamics of epileptic activity in a peculiar case of childhood absence epilepsy and correlation with thalamic levels of GABA

inferred← citeshttps://doi.org/10.1016/j.eswa.2022.118722openalex-snapshot

A hybrid neuro-experimental decision support system to classify overconfidence and performance in a simulated bubble using a passive BCI

inferred← citeshttps://doi.org/10.1016/j.ifacol.2015.10.182openalex-snapshot

Extracting high frequency oscillatory brain signals from magnetoencephalographic recordings

inferred← citeshttps://doi.org/10.1016/j.ijleo.2016.03.078openalex-snapshot

Application of Independent Component Analysis techniques in speckle noise reduction of retinal OCT images

inferred← citeshttps://doi.org/10.1016/j.ijpsycho.2013.08.007openalex-snapshot

Smartphones as pocketable labs: Visions for mobile brain imaging and neurofeedback

inferred← citeshttps://doi.org/10.1016/j.ijpsycho.2013.09.003openalex-snapshot

Imaging natural cognition in action

inferred← citeshttps://doi.org/10.1016/j.ijpsycho.2014.09.013openalex-snapshot

Comparison of different spatial transformations applied to EEG data: A case study of error processing

inferred← citeshttps://doi.org/10.1016/j.ijpsycho.2014.10.006openalex-snapshot

Surface Laplacian of scalp electrical signals and independent component analysis resolve EMG contamination of electroencephalogram

inferred← citeshttps://doi.org/10.1016/j.ijpsycho.2016.09.020openalex-snapshot

Electroencephalographic correlates of states of concentrative meditation

inferred← citeshttps://doi.org/10.1016/j.ijpsycho.2016.11.005openalex-snapshot

Assessing and conceptualizing frontal EEG asymmetry: An updated primer on recording, processing, analyzing, and interpreting frontal alpha asymmetry

inferred← citeshttps://doi.org/10.1016/j.ijpsycho.2019.06.003openalex-snapshot

Mismatch negativity reveals plasticity in cortical dynamics after 1-hour of auditory training exercises

inferred← citeshttps://doi.org/10.1016/j.ijpsycho.2020.12.006openalex-snapshot

Exploring neurophysiological markers of visual perspective taking: Methodological considerations

inferred← citeshttps://doi.org/10.1016/j.ijpsycho.2021.01.005openalex-snapshot

Sources of the frontocentral mismatch negativity and P3a responses in schizophrenia patients and healthy comparison subjects

inferred← citeshttps://doi.org/10.1016/j.ijpsycho.2021.02.018openalex-snapshot

Abnormal negative feedback processing in individuals with autistic traits in the Iowa gambling task: Evidence from behavior and event-related potentials

inferred← citeshttps://doi.org/10.1016/j.ijpsycho.2023.05.353openalex-snapshot

An inclusive paradigm to study mu-rhythm properties

inferred← citeshttps://doi.org/10.1016/j.ijpsycho.2025.113200openalex-snapshot

Control mechanisms after expectation violation: An ERP study in expectation-based search

inferred← citeshttps://doi.org/10.1016/j.irbm.2014.10.002openalex-snapshot

Interictal EEG noise cancellation: GEVD and DSS based approaches versus ICA and DCCA based methods

inferred← citeshttps://doi.org/10.1016/j.irbm.2017.03.002openalex-snapshot

MEG Based Functional Connectivity: Application of ICA to Alleviate Signal Leakage

inferred← citeshttps://doi.org/10.1016/j.jad.2025.120189openalex-snapshot

Transdiagnostic homogeneity, and diagnostic-specific biomarkers among major depressive disorder, bipolar disorder and schizophrenia during 40 Hz auditory steady-state response: a normative modeling analysis

inferred← citeshttps://doi.org/10.1016/j.jneumeth.2012.05.017openalex-snapshot

Detection and classification of subject-generated artifacts in EEG signals using autoregressive models

inferred← citeshttps://doi.org/10.1016/j.jneumeth.2012.09.029openalex-snapshot

Validating rationale of group-level component analysis based on estimating number of sources in EEG through model order selection

inferred← citeshttps://doi.org/10.1016/j.jneumeth.2014.02.019openalex-snapshot

Multi-trial evoked EEG and independent component analysis

inferred← citeshttps://doi.org/10.1016/j.jneumeth.2015.02.025openalex-snapshot

A practical guide to the selection of independent components of the electroencephalogram for artifact correction

inferred← citeshttps://doi.org/10.1016/j.jneumeth.2015.03.018openalex-snapshot

Tensor decomposition of EEG signals: A brief review

inferred← citeshttps://doi.org/10.1016/j.jneumeth.2015.08.019openalex-snapshot

Informed decomposition of electroencephalographic data

inferred← citeshttps://doi.org/10.1016/j.jneumeth.2016.12.016openalex-snapshot

Comparison of linear spatial filters for identifying oscillatory activity in multichannel data

inferred← citeshttps://doi.org/10.1016/j.jneumeth.2018.01.004openalex-snapshot

Improved artefact removal from EEG using Canonical Correlation Analysis and spectral slope

inferred← citeshttps://doi.org/10.1016/j.jneumeth.2018.06.014openalex-snapshot

Automated detection of electroencephalography artifacts in human, rodent and canine subjects using machine learning

inferred← citeshttps://doi.org/10.1016/j.jneumeth.2018.12.010openalex-snapshot

Improving free-viewing fixation-related EEG potentials with continuous-time regression

inferred← citeshttps://doi.org/10.1016/j.jneumeth.2021.109144openalex-snapshot

Spectral Independent Component Analysis with noise modeling for M/EEG source separation

inferred← citeshttps://doi.org/10.1016/j.jneumeth.2024.110348openalex-snapshot

An adaptive protocol to assess physiological responses as a function of task demand in speech-in-noise testing

inferred← citeshttps://doi.org/10.1016/j.jneuroling.2021.101006openalex-snapshot

Mu rhythm dynamics suggest automatic activation of motor and premotor brain regions during speech processing

inferred← citeshttps://doi.org/10.1016/j.jneuroling.2021.101043openalex-snapshot

Musical and linguistic syntactic processing in agrammatic aphasia: An ERP study

inferred← citeshttps://doi.org/10.1016/j.jpsychires.2013.09.009openalex-snapshot

Resting state EEG power and coherence abnormalities in bipolar disorder and schizophrenia

inferred← citeshttps://doi.org/10.1016/j.measurement.2022.111468openalex-snapshot

New interdependence feature of EEG signals as a biomarker of timing deficits evaluated in Attention-Deficit/Hyperactivity Disorder detection

inferred← citeshttps://doi.org/10.1016/j.medengphy.2022.103772openalex-snapshot

EEG-explained cortical correlates of transfemoral amputees during balancing with vibrotactile feedback: A pilot study

inferred← citeshttps://doi.org/10.1016/j.neubiorev.2018.10.009openalex-snapshot

Overlaps and distinctions between attention deficit/hyperactivity disorder and autism spectrum disorder in young adulthood: Systematic review and guiding framework for EEG-imaging research

inferred← citeshttps://doi.org/10.1016/j.neubiorev.2024.105718openalex-snapshot

Mobile neuroimaging: What we have learned about the neural control of human walking, with an emphasis on EEG-based research

inferred← citeshttps://doi.org/10.1016/j.neucli.2022.03.003openalex-snapshot

Functional networks underlying freezing of gait: a resting-state electroencephalographic study

inferred← citeshttps://doi.org/10.1016/j.neucli.2023.102899openalex-snapshot

Increased theta-low gamma phase-amplitude coupling in resting electroencephalography after intermittent theta burst stimulation

inferred← citeshttps://doi.org/10.1016/j.neunet.2017.07.009openalex-snapshot

A multivariate extension of mutual information for growing neural networks

inferred← citeshttps://doi.org/10.1016/j.neuri.2023.100154openalex-snapshot

The bibliometric analysis of EEGLAB software in the Web of Science indexed articles

inferred← citeshttps://doi.org/10.1016/j.neuri.2026.100264openalex-snapshot

CleanEEG: A U-Net based deep learning framework for robust EEG artifact removal

inferred← citeshttps://doi.org/10.1016/j.neurobiolaging.2022.11.005openalex-snapshot

Neural signature of mobility-related everyday function in older adults at-risk of cognitive impairment

inferred← citeshttps://doi.org/10.1016/j.neurobiolaging.2026.07.011openalex-snapshot

The role of cognitive-motor interaction in landmark reliance and navigational deficits in older adults

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2012.07.055openalex-snapshot

Let's face it, from trial to trial: Comparing procedures for N170 single-trial estimation

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2012.08.019openalex-snapshot

Level of participation in robotic-assisted treadmill walking modulates midline sensorimotor EEG rhythms in able-bodied subjects

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2013.01.040openalex-snapshot

Measure projection analysis: A probabilistic approach to EEG source comparison and multi-subject inference

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2013.09.045openalex-snapshot

Cortical surface alignment in multi-subject spatiotemporal independent EEG source imaging

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2013.11.028openalex-snapshot

Bayesian estimation of ERP components from multicondition and multichannel EEG

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2014.09.010openalex-snapshot

RELICA: A method for estimating the reliability of independent components

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2014.09.048openalex-snapshot

Inhibitory motor control based on complex stopping goals relies on the same brain network as simple stopping

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2015.01.036openalex-snapshot

Causal interpretation rules for encoding and decoding models in neuroimaging

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2015.02.055openalex-snapshot

EEG imaging of toddlers during dyadic turn-taking: Mu-rhythm modulation while producing or observing social actions

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