Complex Diffusion Maps with ω-parameterized complex kernels reveal inherent harmonic representations and improve discrimination over real-valued diffusion methods on synthetic data, fMRI, and EEG.
Vector diffusion maps and the connection Laplacian.Communications on Pure and Applied Mathematics, 65(8):1067–1144, 2012
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Complex Diffusion Maps with $\omega$-Parameterized Kernels Revealing Inherent Harmonic Representations
Complex Diffusion Maps with ω-parameterized complex kernels reveal inherent harmonic representations and improve discrimination over real-valued diffusion methods on synthetic data, fMRI, and EEG.