• To understand and analyze the distribution of frequency in the EEG data at different time bins.

• To understand the signal processing algorithm-Fast Fourier Transform (FFT).

• To understand and analyze the average band power (alpha, beta, theta, gamma) of a given frequency band to the overall power of the signal.