MATH · IN · MODELS

Brandon, Chadwick & Pellegrino (2025) Boolean-Function MLPs

Research (Univ. Edinburgh / ENS Paris / UCL Gatsby Unit; custom-trained from scratch, arXiv:2512.00196)

Structures found in this family (1)

By model (1)

Small tanh MLP (AND/OR/XOR on synthetic toroidal/planar input manifolds, rich vs. lazy regimes)

Papers

Emergent Riemannian Geometry over Learning Discrete Computations on Continuous Manifolds (2025)