ML VISUAL LAB / Signal Processing

Fast Fourier Transform

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Intuition

Enter a signal or choose a sample, then map the waveform into an FFT spectrum up to the Nyquist limit.

Core Formula

X[k] = sum x[n] exp(-j 2 pi kn / N)

When to use it?

Frequency analysis for audio, vibration, and sensor signals.