Skip to content

Spectrograms

Spectrograms display how the frequency content of a signal changes over time.

Select a signal from the top-left drop-down; only signals with sampling rates of 32 Hz or more are listed. The spectrogram view uses epoch on the x-axis, frequency (Hz) on the y-axis, and color to represent spectral power. By default, epochs are 30 seconds.

Spectrogram 1

Plots can be copied to the clipboard or saved to a file.

Spectrogram parameters

Frequency ranges are customizable. Here the maximum frequency is raised to 80 Hz:

Spectrogram 2

Sometimes outliers compress the useful dynamic range of the heatmap. In that case it can help to winsorize the plotted z-values, meaning clip them to a chosen percentile. Here the same spectrogram is winsorized at 20% (0.2):

Winsorized Spectrum

Masked/gapped recordings

If the EDF contains masked epochs, gaps should appear in the plot. Here the display is restricted to N2 epochs only:

Spectrogram 3

Hjorth plots

A Hjorth plot is a simpler alternative to a spectrogram. Here the Y-axis shows magnitude, the first Hjorth parameter, and the top and bottom colors indicate mobility and complexity:

Hjorth Parameters

As a compact representation of signal amplitude and structure, Hjorth plots can be useful when a conventional spectrogram is less informative.