A note on Cybenko's Universal Approximation Theorem

August 26, 2025 ยท Declared Dead ยท ๐Ÿ› arXiv.org

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Authors Kun Wang arXiv ID 2508.18893 Category math.CA Cross-listed cs.NE Citations 0 Venue arXiv.org Last Checked 1 month ago
Abstract
In this short note, we point out a mistake in G.Cybenko's proof of his version of the universal approximation theorem which has been widely cited. This mistake might not be easily fixable along the idea of his proof and it also leads to an interesting question in measure theory.
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