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Research2026-04-28

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

Source: Arxiv CS.AI

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...

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