🧠 Why Are Extrema Associated With Fast Oscillations?

When you dive into time series analysis—or more specifically, Empirical Mode Decomposition (EMD)—you'll quickly find that extrema (local maxima and minima) play a central role. But why exactly are they linked to fast oscillations?

Let’s unpack this with intuition and math, minus the jargon.