Norm Growth

Reproducing mHC: The Art of Constraining Signal

We usually think constraints limit power. In deep learning, they channel it. Visualizing why Manifold-Constrained Hyper-Connections (mHC) stop signal explosion.

January 4, 2026 · 3 min · Shengzhe