Package index • diegr

Visualization

Functions for visualization of HD-EEG data

animate_scalp(): 3D scalp plot animation in time
animate_topo(): Topographic map animation in time
animate_topo_mean(): Animate EEG average topographic map with confidence bounds
boxplot_epoch(): Plot boxplots of EEG amplitude on epoch level
boxplot_subject(): Plot boxplots of EEG amplitude across subjects
boxplot_rt(): Plot boxplots of response times
interactive_waveforms(): Plot interactive waveform graph
interactive_surfaceplot(): Interactive 3D surface topographic plot of EEG signal
interactive_surfaceplot_curves(): Interactive 3D surface plot of EEG signal over time
plot_point_mesh(): Plot point mesh
plot_time_mean(): Plot time curve of average EEG signal with confidence interval
plot_topo_mean(): Plot topographic map of average EEG signal
scalp_plot(): Plot scalp map of EEG signal
topo_plot(): Plot topographic map of EEG signal

Functions supporting HD-EEG data processing, analysis and visualization

baseline_correction(): Baseline correction
compute_mean(): Calculate mean in temporal or spatial domain
check_structure(): Check data structure and print inferred hierarchy
create_scale(): Create colour scale used in topographic figures
make_triangulation(): Make triangulation of 2D point mesh
outliers_epoch(): Select outlier epochs
pick_data(): Subsets EEG data by group, subject, sensor, time, experimental condition or epoch
pick_region(): Choose region of interest
point_mesh(): Create regular mesh of points
summary_stats_rt(): Compute summary statistics of reaction times

Example HD-EEG data for practicing package functionality

HCGSN256: Coordinates of 256-channel HCGSN sensors
biosemi128: Coordinates of the spherical BioSemi system with 128 electrodes
biosemi256: Coordinates of the spherical BioSemi system with 256 electrodes
system1005: Coordinates of the spherical 10-05 system sensors
epochdata: Example high-density (HD-EEG) epoched data
rtdata: Example response time data