What is spectral bias in neural networks?

Updated May 17, 2026

Short answer

Spectral bias refers to neural networks learning low-frequency functions before high-frequency ones.

Deep explanation

Neural networks tend to prioritize smooth, low-frequency components early in training due to gradient dynamics and optimization bias.

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