Beyond Affine Transformations: A Soft Dominance Layer for Coordinate-Wise Neural Computation.

arXiv:2610.00563v1 Announce Type: cross Abstract: This paper presents a preliminary study of an alternative to the affine transformation underlying conventional neural-network layers. In the proposed Soft Dominance Layer, each output unit compares input coordi