Find a counterexample to the universal \(n+m\) minimal-width formula
Construct a pair of integers \(n,m\) with \(1\leq m\leq n\) for which the minimal width of ReLU networks is strictly less than \(n+m\), or otherwise determine whether the equality \(w_{\mathrm{min}(n,m)}=n+m\) holds throughout this range.
References
We do not expect that the formula $w_{\text{min}(n,m) = n+m$ holds for all values of $n, m$ with $1 \le m \le n$, although we cannot yet provide a counterexample.
— The minimal width of neural networks and immersions of real projective space
(2610.20229 - Chu et al., 14 Oct 2026) in Section 1, Introduction