Fourier Transforms

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Non-linearities enable neural operators to expressively capture limited frequency modes
“So that's one way of thinking because, you know, first of all, we are lifting the signal to more dimensions, even if the signal is two or three dimensions we are now lifting it to much higher dimension. So in that space, the idea is it's easier to learn and we…”
Anima Anandkumar Aug 26, 2026 ▶ 26:08 🔬 Why Transformers Hit a Wall the Moment Physics Shows Up — Anima Anandkumar, Caltech

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