Calculate absolute and power spectrum as well as estimated and lowest frequencies for an EEG signal
fft_eeg(
eeg_signal,
sampling_frequency = 125,
max_frequency = 32,
num_seconds_window = 5
)| eeg_signal | EEG signal expressed in micro-Volts |
|---|---|
| sampling_frequency | Sampling frequency of the EEG signal. This is typically equal to 125Hz. Default value is 125. |
| max_frequency | The maximum frequency for which the spectrum is being calculated. Default value is 32. |
| num_seconds_window | the duration of EEG record used for analysis (in seconds) per window |
List containing the elements: - absolute_spectrum: A matrix with every row corresponding to a frequency between 'lowest_frequency' and 'max_frequency'. Every column corresponds to a 5 second interval. Every entry is the absolute value of the Fourier coefficient
- power_spectrum: Same structure as 'absolute_spectrum', but contains the square of the absolute value of the Fourier coefficient
- estimated_frequencies: Vector of estimated frequencies corresponding to each row in the spectrum matrices
- lowest_frequency: The smallest estimable frequency. This is also the first entry of 'estimated_frequencies'