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News/A Lower Bound for the Number of Linear Regions of Ternary ReLU Regression Neural Networks
arxiv
PublishedApril 29, 2026 at 4:00 AM

A Lower Bound for the Number of Linear Regions of Ternary ReLU Regression Neural Networks

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arXiv:2507.16079v2 Announce Type: replace-cross Abstract: With the advancement of deep learning, reducing computational complexity and memory consumption has become a critical challenge, and ternary neural networks (NNs) that restrict parameters to $\{-1, 0, +1\}$ have attracted attention as a promi

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