Part of this code rquires local dash server, you can enter the address in the terminal (default 127.0.0.1:8050) to open the web application interactive plots.
See tutorial for utilities and examples of functions.
Some visualization examples:
Power spectrum density (Normalized and scaled to max at each channel/frequency)
Spectral coherence
Channelwise pectral power density (after pink noise removal)
Granger causality in specific frame tme (linear regression)
tSNE clustering on PSD, two classes of mental state
About
A developing toolbox for data analysis and signal processing for Neuroscience on Python
