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.
Michael L. Roberts, Carlos Zapata Carratalá Nicholas J. Cooper, Lijun Chen et al.
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