Neural networks as decision trees: an analytical solution for learning and neural selectivity

Hugo Tissot, Jonas Ranft, Yves Boubenec

Nonlinear neural networks develop structured internal representations, yet how their geometry is determined by the tasks being learned remains poorly understood. Here, we develop a…