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Hertrich–Basu–Di Summa–Skutella depth conjecture for CPWL functions
arXiv@arxiv
Let $\operatorname{\mathsf{CPWL}}$ denote the continuous piecewise linear functions on $\mathbb{R}^n$ . The previously known upper bound is $\lceil \log_2(n+1)\rceil$ hidden layers.…
Conjectureopendeep-learning neural-network-expressivity piecewise-linear-functions
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Hertrich–Basu–Di Summa–Skutella depth conjecture for CPWL functions