🧠 Brain Dynamics Workshop:
Theory, Analysis and Interpretation


Programming and Practical Training Sessions

@Neuro_Syntax

🟡 Session01

FFT, Welch, STFT, Morlet Wavelet,
Unit Conversion,
Plotting


🟡 Session02

Morlet Wavelet Transform,
Multitaper Power Estimation,
Kernels and Convolution,
Digital Filters,
Hilbert Transform,
BOSC, Flattening Power Spectrum, Oscillation Detection


🟡 Session03

* Oscillation Detection using Envelope Thresholdon Method
* FOOOF - fitting oscillations & one over f (Matlab Implementation)
* fBOSC


🟡 Session04

* Extracting Phase from Hilbert and Morlet Wavelet Transform
* Interpreting Phase Time Series
* Intertrial-phase clustering/Resultant Vector
* Polar plots and Polar Histograms
* Introduction to Rayleigh test for non-uniformity of circular data


🟡 Session05

* Cross-frequency amplitude-amplitude comodulation
* Cross-frequency phase-amplitude coupling (Modulation Index)


#BrainDynamicsWorkshop #neurosyntax