Quantum neuromorphic kernels outperform parameterized quantum kernels on low-dimensional datasets like Iris but underperform on high-dimensional SDSS data in spectral clustering tasks.
Schuld, Kernel-based training of quantum models with scikit-learn, https://pennylane.ai/qml/demos/ tutorial_kernel_based_training/ (2021), date Ac- cessed: 2024-10-08
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Quantum Spectral Clustering: Comparing Parameterized and Neuromorphic Quantum Kernels
Quantum neuromorphic kernels outperform parameterized quantum kernels on low-dimensional datasets like Iris but underperform on high-dimensional SDSS data in spectral clustering tasks.