arXiv cs.LG

Two $\operatorname{ReLU}$ Layers is All You Need

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License: https://aihot.yuenlau.org/llms.txt

2026/10/21 12:00· 2小时前

AI 摘要

arXiv:2610.28587v1 Announce Type: cross Abstract: We prove that every $\operatorname{ReLU}$ network can be exactly simulated by a $\operatorname{ReLU}$ network with two hidden layers. We present two proofs: one that is based on fillings in homological algebra and a direct combinatorial proof.

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