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An Investigation of Quantum Deep Clustering Framework with Quantum Deep SVM Convolutional Neural Network Feature Extractor
[article]
2019
arXiv
pre-print
In this paper, we have proposed a deep quantum SVM formulation, and further demonstrated a quantum-clustering framework based on the quantum deep SVM formulation, deep convolutional neural networks, and quantum K-Means clustering. We have investigated the run time computational complexity of the proposed quantum deep clustering framework and compared with the possible classical implementation. Our investigation shows that the proposed quantum version of deep clustering formulation demonstrates
arXiv:1909.09852v1
fatcat:pq6awtucjbgh7a53xzrquu2yum