Carlos Zapata Carratalá Nicholas J. Cooper

Higher Structures in Deep Learning

A novel empirical investigation of higher-arity phenomenon in trained neural networks is conducted, a hypergraphical generalization of the multilayer perceptron is introduced, and connections to evolutionary algorithms are explored.