Transfer learning in hybrid classical-quantum neural networks

We extend the concept of transfer learning, widely applied in modern machine learning algorithms, to the emerging context of hybrid neural networks composed of classical and quantum elements. We propose different implementations of hybrid transfer learning, but we focus mainly on the paradigm in whi...

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Bibliographic Details
Main Authors: Andrea Mari, Thomas R. Bromley, Josh Izaac, Maria Schuld, Nathan Killoran
Format: Article
Language:English
Published: Verein zur Förderung des Open Access Publizierens in den Quantenwissenschaften 2020-10-01
Series:Quantum
Online Access:https://quantum-journal.org/papers/q-2020-10-09-340/pdf/