Methodological considerations for studying neural oscillations

Human Neocortical Neurosolver (HNN), a new software tool for interpreting the cellular and network origin of human MEG/EEG data

(2020) Samuel A Neymotin et al.   eLife

An electrophysiological marker of arousal level in humans

(2020) Janna D Lendner et al.   eLife

The Oscillatory ReConstruction Algorithm (ORCA) adaptively identifies frequency bands to improve spectral decomposition in human and rodent neural recordings

(2020) Andrew J Watrous et al.   JOURNAL OF NEUROPHYSIOLOGY

Issues and recommendations from the OHBM COBIDAS MEEG committee for reproducible EEG and MEG research

(2020) Cyril Pernet et al.   NATURE NEUROSCIENCE

Dissecting Transient Burst Events

(2020) Catharina Zich et al.   TRENDS IN COGNITIVE SCIENCES

The frequency gradient of human resting-state brain oscillations follows cortical hierarchies

(2020) Keyvan Mahjoory et al.   eLife

Electrophysiological Frequency Band Ratio Measures Conflate Periodic and Aperiodic Neural Activity

(2020) Thomas Donoghue et al.   eNeuro

A data-driven method to identify frequency boundaries in multichannel electrophysiology data

(2020) Michael X Cohen   JOURNAL OF NEUROSCIENCE METHODS

Parameterizing neural power spectra into periodic and aperiodic components

(2020) Thomas Donoghue et al.   NATURE NEUROSCIENCE

Neuronal timescales are functionally dynamic and shaped by cortical microarchitecture

(2020) Richard Gao et al.   eLife

Dissociating harmonic and non-harmonic phase-amplitude coupling in the human brain

(2020) Janet Giehl et al.   NEUROIMAGE

EEG Frequency Bands in Psychiatric Disorders: A Review of Resting State Studies

(2019) Jennifer J. Newson et al.   Frontiers in Human Neuroscience

Frequency and power of human alpha oscillations drift systematically with time-on-task

(2019) Christopher S.Y. Benwell et al.   NEUROIMAGE

Filters: When, Why, and How (Not) to Use Them

(2019) Alain de Cheveigné et al.   NEURON

An oscillator model better predicts cortical entrainment to music

(2019) Keith B. Doelling et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Spatial neuronal synchronization and the waveform of oscillations: Implications for EEG and MEG

(2019) Natalie Schaworonkow et al.   PLoS Computational Biology

Cycle-by-cycle analysis of neural oscillations

(2019) Scott Cole et al.   JOURNAL OF NEUROPHYSIOLOGY

iEEG-BIDS, extending the Brain Imaging Data Structure specification to human intracranial electrophysiology

(2019) Christopher Holdgraf et al.   Scientific Data

EEG-BIDS, an extension to the brain imaging data structure for electroencephalography

(2019) Cyril R. Pernet et al.   Scientific Data

International Federation of Clinical Neurophysiology (IFCN) – EEG research workgroup: Recommendations on frequency and topographic analysis of resting state EEG rhythms. Part 1: Applications in clinical research studies

(2019) Claudio Babiloni et al.   CLINICAL NEUROPHYSIOLOGY

Unpacking Transient Event Dynamics in Electrophysiological Power Spectra

(2019) Andrew J. Quinn et al.   BRAIN TOPOGRAPHY

EEG power spectral slope differs by ADHD status and stimulant medication exposure in early childhood

(2019) Madeline M. Robertson et al.   JOURNAL OF NEUROPHYSIOLOGY

β-bursts reveal the trial-to-trial dynamics of movement initiation and cancellation

(2019) Jan R. Wessel   JOURNAL OF NEUROSCIENCE

Single-trial characterization of neural rhythms: Potential and challenges

(2019) Julian Q. Kosciessa et al.   NEUROIMAGE

Atlas of the normal intracranial electroencephalogram: neurophysiological awake activity in different cortical areas

(2018) Birgit Frauscher et al.   BRAIN

Duration analysis using matching pursuit algorithm reveals longer bouts of gamma rhythm

(2018) Subhash Chandran KS et al.   JOURNAL OF NEUROPHYSIOLOGY

Investigating large-scale brain dynamics using field potential recordings: analysis and interpretation

(2018) Bijan Pesaran et al.   NATURE NEUROSCIENCE

Ghost interactions in MEG/EEG source space: A note of caution on inter-areal coupling measures

(2018) J. Matias Palva et al.   NEUROIMAGE

Robust detrending, rereferencing, outlier detection, and inpainting for multichannel data

(2018) Alain de Cheveigné et al.   NEUROIMAGE

Frequency modulation of neural oscillations according to visual task demands

(2018) Andreas Wutz et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Toward a reliable, automated method of individual alpha frequency (IAF) quantification

(2018) Andrew W. Corcoran et al.   PSYCHOPHYSIOLOGY

Neural Oscillations: Sustained Rhythms or Transient Burst-Events?

(2018) Freek van Ede et al.   TRENDS IN NEUROSCIENCES

The Caveats of observing Inter-Trial Phase-Coherence in Cognitive Neuroscience

(2018) Rosanne Maria van Diepen et al.   Scientific Reports

Phase-tuned neuronal firing encodes human contextual representations for navigational goals

(2018) Andrew J Watrous et al.   eLife

MEG-BIDS, the brain imaging data structure extended to magnetoencephalography

(2018) Guiomar Niso et al.   Scientific Data

SEREEGA: Simulating event-related EEG activity

(2018) Laurens R. Krol et al.   JOURNAL OF NEUROSCIENCE METHODS

A Reproducible MEG/EEG Group Study With the MNE Software: Recommendations, Quality Assessments, and Good Practices

(2018) Mainak Jas et al.   Frontiers in Neuroscience

Orchestration of brain oscillations: principles and functions

(2018) Ali Mazaheri et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

Working Memory 2.0

(2018) Earl K. Miller et al.   NEURON

Reducing the Effect of Spurious Phase Variations in Neural Oscillatory Signals

(2018) Zeinab Mortezapouraghdam et al.   Frontiers in Computational Neuroscience

FieldTrip Made Easy: An Analysis Protocol for Group Analysis of the Auditory Steady State Brain Response in Time, Frequency, and Space

(2018) Tzvetan Popov et al.   Frontiers in Neuroscience

Analyzing the waveshape of brain oscillations with bicoherence

(2018) Sarah Bartz et al.   NEUROIMAGE

Rigor and replication in time-frequency analyses of cognitive electrophysiology data

(2017) Michael X Cohen   INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY

Nonsinusoidal Beta Oscillations Reflect Cortical Pathophysiology in Parkinson's Disease

(2017) Scott R. Cole et al.   JOURNAL OF NEUROSCIENCE

Discovering recurring patterns in electrophysiological recordings

(2017) Bart Gips et al.   JOURNAL OF NEUROSCIENCE METHODS

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

(2017) Michael X Cohen   JOURNAL OF NEUROSCIENCE METHODS

Dual origins of measured phase-amplitude coupling reveal distinct neural mechanisms underlying episodic memory in the human cortex

(2017) Alex P. Vaz et al.   NEUROIMAGE

Dynamics of large-scale electrophysiological networks: A technical review

(2017) George C. O'Neill et al.   NEUROIMAGE

Consistency of EEG source localization and connectivity estimates

(2017) Keyvan Mahjoory et al.   NEUROIMAGE

Inferring synaptic excitation/inhibition balance from field potentials

(2017) Richard Gao et al.   NEUROIMAGE

Autoreject: Automated artifact rejection for MEG and EEG data

(2017) Mainak Jas et al.   NEUROIMAGE

A Commitment to Open Source in Neuroscience

(2017) Padraig Gleeson et al.   NEURON

Brain Oscillations and the Importance of Waveform Shape

(2017) Scott R. Cole et al.   TRENDS IN COGNITIVE SCIENCES

Where Does EEG Come From and What Does It Mean?

(2017) Michael X Cohen   TRENDS IN NEUROSCIENCES

Good enough practices in scientific computing

(2017) Greg Wilson et al.   PLoS Computational Biology

The rate of transient beta frequency events predicts behavior across tasks and species

(2017) Hyeyoung Shin et al.   eLife

When brain rhythms aren't ‘rhythmic’: implication for their mechanisms and meaning

(2016) Stephanie R Jones   CURRENT OPINION IN NEUROBIOLOGY

Learning Recurrent Waveforms Within EEGs

(2016) Austin J. Brockmeier et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

The New York Head—A precise standardized volume conductor model for EEG source localization and tES targeting

(2016) Yu Huang et al.   NEUROIMAGE

Spectrally resolved fast transient brain states in electrophysiological data

(2016) Diego Vidaurre et al.   NEUROIMAGE

Gamma and Beta Bursts Underlie Working Memory

(2016) Mikael Lundqvist et al.   NEURON

Neural mechanisms of transient neocortical beta rhythms: Converging evidence from humans, computational modeling, monkeys, and mice

(2016) Maxwell A. Sherman et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Perceptual Cycles

(2016) Rufin VanRullen   TRENDS IN COGNITIVE SCIENCES

The Importance of Single-Trial Analyses in Cognitive Neuroscience

(2016) Mark Stokes et al.   TRENDS IN COGNITIVE SCIENCES

Neuronal Oscillations with Non-sinusoidal Morphology Produce Spurious Phase-to-Amplitude Coupling and Directionality

(2016) Diego Lozano-Soldevilla et al.   Frontiers in Computational Neuroscience

The Virtuous Cycle of a Data Ecosystem

(2016) Bradley Voytek   PLoS Computational Biology

Dynamic Network Communication as a Unifying Neural Basis for Cognition, Development, Aging, and Disease

(2015) Bradley Voytek et al.   BIOLOGICAL PSYCHIATRY

Separating Fractal and Oscillatory Components in the Power Spectrum of Neurophysiological Signal

(2015) Haiguang Wen et al.   BRAIN TOPOGRAPHY

Single trial analysis of field potentials in perception, learning and memory

(2015) Hernan Gonzalo Rey et al.   CURRENT OPINION IN NEUROBIOLOGY

Untangling cross-frequency coupling in neuroscience

(2015) Juhan Aru et al.   CURRENT OPINION IN NEUROBIOLOGY

Power-law dynamics in neuronal and behavioral data introduce spurious correlations

(2015) Natalie Schaworonkow et al.   HUMAN BRAIN MAPPING

Scanning for oscillations

(2015) Alain de Cheveigné et al.   Journal of Neural Engineering

EEG artifact removal—state-of-the-art and guidelines

(2015) Jose Antonio Urigüen et al.   Journal of Neural Engineering

A unifying principle underlying the extracellular field potential spectral responses in the human cortex

(2015) Ella Podvalny et al.   JOURNAL OF NEUROPHYSIOLOGY

Age-Related Changes in 1/f Neural Electrophysiological Noise

(2015) B. Voytek et al.   JOURNAL OF NEUROSCIENCE

Digital filter design for electrophysiological data – a practical approach

(2015) Andreas Widmann et al.   JOURNAL OF NEUROSCIENCE METHODS

Distinguishing rhythmic from non-rhythmic brain activity during rest in healthy neurocognitive aging

(2015) Jeremy B. Caplan et al.   NEUROIMAGE

Identifying neuronal oscillations using rhythmicity

(2015) Anne M.M. Fransen et al.   NEUROIMAGE

Bursts of beta oscillation differentiate postperformance activity in the striatum and motor cortex of monkeys performing movement tasks

(2015) Joseph Feingold et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Analytical methods and experimental approaches for electrophysiological studies of brain oscillations

(2014) Joachim Gross   JOURNAL OF NEUROSCIENCE METHODS

The log-dynamic brain: how skewed distributions affect network operations

(2014) György Buzsáki et al.   NATURE REVIEWS NEUROSCIENCE

Dimensionality reduction for the analysis of brain oscillations

(2014) Stefan Haufe et al.   NEUROIMAGE

Inter- and intra-individual variability in alpha peak frequency

(2014) Saskia Haegens et al.   NEUROIMAGE

Joint decorrelation, a versatile tool for multichannel data analysis

(2014) Alain de Cheveigné et al.   NEUROIMAGE

Scale-free brain activity: past, present, and future

(2014) Biyu J. He   TRENDS IN COGNITIVE SCIENCES

MEG and EEG data analysis with MNE-Python

(2014) Alexandre Gramfort   Frontiers in Neuroscience

Multivariate temporal dictionary learning for EEG

(2013) Q. Barthélemy et al.   JOURNAL OF NEUROSCIENCE METHODS

Time-frequency Techniques in Biomedical Signal Analysis

(2013) M. Wacker et al.   METHODS OF INFORMATION IN MEDICINE

Power failure: why small sample size undermines the reliability of neuroscience

(2013) Katherine S. Button et al.   NATURE REVIEWS NEUROSCIENCE

Some Sampling Properties of Common Phase Estimators

(2013) Kyle Q. Lepage et al.   NEURAL COMPUTATION

Dominant frequencies of resting human brain activity as measured by the electrocorticogram

(2013) David M. Groppe et al.   NEUROIMAGE

Five methodological challenges in cognitive electrophysiology

(2013) Michael X Cohen et al.   NEUROIMAGE

SPoC: A novel framework for relating the amplitude of neuronal oscillations to behaviorally relevant parameters

(2013) Sven Dähne et al.   NEUROIMAGE

On the interpretation of weight vectors of linear models in multivariate neuroimaging

(2013) Stefan Haufe et al.   NEUROIMAGE

Broadband changes in the cortical surface potential track activation of functionally diverse neuronal populations

(2013) Kai J Miller et al.   NEUROIMAGE

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

(2013) György Buzsáki et al.   NEURON

EEG and MEG: Relevance to Neuroscience

(2013) Fernando Lopes da Silva   NEURON

Peak individual alpha frequency qualifies as a stable neurophysiological trait marker in healthy younger and older adults

(2013) Thomas H. Grandy et al.   PSYCHOPHYSIOLOGY

Committee report: Publication guidelines and recommendations for studies using electroencephalography and magnetoencephalography

(2013) Andreas Keil et al.   PSYCHOPHYSIOLOGY

The Virtual Brain: a simulator of primate brain network dynamics

(2013) Paula Sanz Leon et al.   Frontiers in Neuroinformatics

The origin of extracellular fields and currents — EEG, ECoG, LFP and spikes

(2012) György Buzsáki et al.   NATURE REVIEWS NEUROSCIENCE

Good practice for conducting and reporting MEG research

(2012) Joachim Gross et al.   NEUROIMAGE

A critical assessment of connectivity measures for EEG data: A simulation study

(2012) Stefan Haufe et al.   NEUROIMAGE

Discovering oscillatory interaction networks with M/EEG: challenges and breakthroughs

(2012) Satu Palva et al.   TRENDS IN COGNITIVE SCIENCES

A cautionary note on the interpretation of phase-locking estimates with concurrent changes in power

(2011) Suresh D. Muthukumaraswamy et al.   CLINICAL NEUROPHYSIOLOGY

A novel method for reliable and fast extraction of neuronal EEG/MEG oscillations on the basis of spatio-spectral decomposition

(2011) Vadim V. Nikulin et al.   NEUROIMAGE

Statistical testing in electrophysiological studies

(2011) Eric Maris   PSYCHOPHYSIOLOGY

Regularizing Common Spatial Patterns to Improve BCI Designs: Unified Theory and New Algorithms

(2010) Fabien Lotte et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A better oscillation detection method robustly extracts EEG rhythms across brain state changes: The human alpha rhythm as a test case

(2010) Tara A. Whitten et al.   NEUROIMAGE

Neurophysiological and Computational Principles of Cortical Rhythms in Cognition

(2010) Xiao-Jing Wang   PHYSIOLOGICAL REVIEWS

The increase in theta/beta ratio on resting-state EEG in boys with attention-deficit/hyperactivity disorder is mediated by slow alpha peak frequency

(2010) Marieke M. Lansbergen et al.   PROGRESS IN NEURO-PSYCHOPHARMACOLOGY & BIOLOGICAL PSYCHIATRY

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

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

Source connectivity analysis with MEG and EEG

(2009) Jan-Mathijs Schoffelen et al.   HUMAN BRAIN MAPPING

Power-Law Scaling in the Brain Surface Electric Potential

(2009) Kai J. Miller et al.   PLoS Computational Biology

Simulated power spectral density (PSD) of background electrocorticogram (ECoG)

(2008) Walter J. Freeman et al.   Cognitive Neurodynamics

Sharp edge artifacts and spurious coupling in EEG frequency comodulation measures

(2008) Mark A. Kramer et al.   JOURNAL OF NEUROSCIENCE METHODS

Entrainment of Neuronal Oscillations as a Mechanism of Attentional Selection

(2008) P. Lakatos et al.   SCIENCE

Automated characterization of multiple alpha peaks in multi-site electroencephalograms

(2007) A.K.I. Chiang et al.   JOURNAL OF NEUROSCIENCE METHODS