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Sequential Fitting: A Different Perspective on the Spectral Bias of Neural Networks

Towards Data Science Conor Rowan June 8, 2026
Sequential Fitting: A Different Perspective on the Spectral Bias of Neural Networks
AI Summary— plain English for professionals

# Neural Networks Learn Simple Patterns First—And That Matters More Than We Thought Neural networks have a hidden quirk: they naturally learn simple, obvious patterns before tackling complex or unusual ones. A new analysis suggests that popular scientific explanations for why this happens might be missing the real story, which could help us better predict when AI systems will succeed or fail at their tasks.

What Fourier analysis misses The post Sequential Fitting: A Different Perspective on the Spectral Bias of Neural Networks appeared first on Towards Data Science.

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