"Tropical algebra and topology of feedforward neural networks"Naitzat, GregoryIn this talk, I present a theoretical and empirical study of feedforward neural networks using tropical algebra and topological data analysis. We show how examining neural networks through the lens of those two disciplines yields insights into data processing within the network and their expressivity. |
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