Deep Learning Explainability: Hints from Physics

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In the article Deep Learning Explainability: Hints from Physics I show that deep learning and renormalization group theory are deeply interconnected. More specifically I describe in some detail a recent article showing that deep neural networks seem to “mimic” the process of zooming-out that characterizes the renormalization group process.