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

信息来源:arXiv·

内容摘要

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.
内容分类AI 论文与研究
内容层级普通情报
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信息来源arXiv
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