Package index • PhysioEEG

All functions

eegAperiodic(): Aperiodic (1/f) spectral parameterization of EEG
eegArtifactReject(): Reject artifacts in epoched EEG data
eegAsymmetry(): Frontal Alpha Asymmetry
eegAutoReject(): Automated epoch rejection and interpolation (autoreject)
eegBCIclassify(): BCI Classification
eegBCIfeatures(): BCI Feature Extraction
eegBSI(): Brain Symmetry Index (BSI) and pairwise-derived pdBSI
eegBadChannels(): Detect bad EEG channels
eegBeamformer(): EEG Beamformer Source Localization
eegCSP(): Common Spatial Pattern (CSP) Analysis
eegCoherence(): EEG Coherence Analysis
eegComodulogram(): Comodulogram (phase-frequency x amplitude-frequency PAC) for EEG
eegComplexity(): EEG complexity and nonlinear-dynamics measures
eegConditionalGC(): Conditional (multivariate) Granger causality
eegConnectivityMatrix(): EEG Connectivity Matrix
eegDAR(): Delta/Alpha Ratio (DAR)
eegDTF(): Directed Transfer Function (DTF)
eegDecode(): Leakage-free MVPA Decoding of Epoched EEG
eegDipoleFit(): Fit an equivalent current dipole (ECD) to an EEG topography
eegERPbaseline(): Baseline Correct ERP Data
eegERPdetect(): Detect ERP Components
eegERPdifference(): ERP Difference Waveform
eegERPgrandAverage(): Compute Grand Average ERP
eegERPlatency(): Fractional Area Latency
eegERPmeasure(): Measure ERP Amplitude
eegERPtest(): Statistical Testing for ERP Differences
eegERSP(): Event-Related Spectral Perturbation (ERSP)
eegEpoch(): Epoch continuous EEG data
eegFilter(): Filter EEG signals
eegForwardModel(): Construct EEG Forward Model (Leadfield Matrix)
eegGrangerCausality(): EEG Spectral Granger Causality
eegICA(): EEG Independent Component Analysis (ICA)
eegICAdetect(): Detect Artifact ICA Components
eegICAmix(): Access ICA Metadata
eegICAremove(): Remove ICA Components from EEG
eegICLabel(): ICLabel-style ICA Component Classification
eegICLabelFlag(): Flag Artifact ICA Components from ICLabel Probabilities
eegITC(): Inter-Trial Coherence (ITC)
eegInterpolate(): Interpolate bad EEG channels
eegKcomplexDetect(): Detect K-Complexes
eegLateralization(): Motor-Imagery Lateralization Index (hemispheric ERD/ERS)
eegMicrostateBackfit(): Backfit Microstate Template Maps to EEG Data
eegMicrostateSequence(): Extract Microstate Sequence as Character Labels
eegMicrostateStats(): Compute Microstate Statistics
eegMicrostates(): EEG Microstate Segmentation
eegMontage(): Assign electrode montage positions
eegMorletWavelet(): Morlet Wavelet Transform for EEG
eegMotorImagery(): Motor Imagery ERD/ERS Computation
eegMultitaper(): Multitaper Power Spectral Density for EEG
eegPAC(): Phase-amplitude coupling (cross-frequency coupling) for EEG
eegPDC(): Partial Directed Coherence (PDC)
eegPLV(): EEG Phase Locking Value (PLV)
eegPlotButterflyGFP(): Plot EEG Butterfly Traces with Global Field Power
eegPlotConnectivity(): Plot Connectivity Matrix or Circle
eegPlotConnectogram(): Circular EEG connectogram
eegPlotERP(): Plot ERP Waveform with Confidence Interval
eegPlotGlassBrain(): Plot Source Localization as Multi-View Glass-Brain Projections
eegPlotHypnogram(): Plot Sleep Hypnogram
eegPlotICA(): Plot ICA Components
eegPlotSignal(): Plot Multi-Channel EEG Time Series
eegPlotSource(): Plot Source Localization Results
eegPlotSpectrogram(): Plot Spectrogram (Time-Frequency Heatmap)
eegPlotTopomap(): Plot EEG Topographic Map
eegPlotTopomapSeries(): Plot Topographic Map Series
eegPreprocess(): Full EEG preprocessing pipeline
eegQEEG(): Quantitative EEG (QEEG) Analysis
eegQuickStart(): PhysioEEG Quick Start Guide
eegRereference(): Re-reference EEG data
eegSSVEP(): SSVEP Frequency Detection
eegSTFT(): Short-Time Fourier Transform for EEG
eegSleepMetrics(): Compute Sleep Metrics
eegSleepStage(): Automatic Sleep Staging
eegSlowWaveDetect(): Detect Slow Waves
eegSlowing(): EEG Slowing Detection
eegSourceEstimate(): EEG Source Estimation
eegSourcePower(): Compute Source-Space Band Power
eegSpikeDetect(): Detect Epileptic Spikes in EEG Data
eegSpindleDetect(): Detect Sleep Spindles
eegSuppression(): Burst-Suppression Detection
eegSurfaceLaplacian(): Surface Laplacian (current source density) of EEG
eegWPLI(): EEG Weighted Phase Lag Index (wPLI)
make_eeg(): Create Simulated EEG Data
make_eeg_bci(): Create EEG with Motor Imagery / SSVEP Patterns for BCI
make_eeg_erp(): Create EEG with Embedded ERP Components
make_eeg_sleep(): Create EEG with Sleep Stage Characteristics
make_eeg_spikes(): Create EEG with Embedded Epileptic Spikes