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20242026
most citedNCoder -- A Quantum Field Theory approach to encoding data

2 citations · 4 across the 8 of their papers we have counts for

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cs.CY2024★ 1 cited

Explainable AI: Definition and attributes of a good explanation for health AI

Evangelia Kyrimi, Scott McLachlan, Jared M Wohlgemut +4

Proposals of artificial intelligence (AI) solutions based on increasingly complex and accurate predictive models are becoming ubiquitous across many disciplines. As the complexity…

hep-th2024★ 2 cited

NCoder -- A Quantum Field Theory approach to encoding data

David S. Berman, Marc S. Klinger, Alexander G. Stapleton

In this paper we present a novel approach to interpretable AI inspired by Quantum Field Theory (QFT) which we call the NCoder. The NCoder is a modified autoencoder neural network w…