EEG Features to be extracted from raw data.

List of features:

• Time Domain Features

  • Hjorth Coefficients
  • Correlation Dimension
  • Hurst Coefficient
  • Petrosian Fractal Dimension (PFD)
  • Mean
  • Standard Deviation
  • Power

• Frequency Domain Features

  • Band Power
  • Spectral Entropy

• Time-Frequency Domain Features

  • Discrete Wavelet Transform (DWT)

• Features calculated from combinations of electrodes

  • Differential Asymmetry
  • Magnitude Squared Coherence Estimate