Minimal Filling Architectures of Polynomial Neural Networks: Counterexamples, Frontier Search, and Defects

Kevin Dao, Jose Israel Rodriguez

We provide counterexamples to the unimodal minimal filling architecture conjecture for polynomial neural networks (PNNs) with power activation functions. Fixing the input and outpu…