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The Quantum Path Kernel: A Generalized Neural Tangent Kernel for Deep Quantum Machine Learning

Building a quantum analog of classical deep neural networks represents a fundamental challenge in quantum computing. A key issue is how to address the inherent nonlinearity of classical deep learning, a problem in the quantum domain due to the fact that the composition of an arbitrary number of quan...

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Detaylı Bibliyografya
Asıl Yazarlar: Massimiliano Incudini, Michele Grossi, Antonio Mandarino, Sofia Vallecorsa, Alessandra Di Pierro, David Windridge
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: IEEE 2023-01-01
Seri Bilgileri:IEEE Transactions on Quantum Engineering
Konular:
Online Erişim:https://ieeexplore.ieee.org/document/10158043/
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