Path homologies of deep feedforward networks

16 Oct 2019Samir ChowdhuryThomas GebhartSteve HuntsmanMatvey Yutin

We provide a characterization of two types of directed homology for fully-connected, feedforward neural network architectures. These exact characterizations of the directed homology structure of a neural network architecture are the first of their kind... (read more)

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