Abstract: A convolved two-level hidden Markov model is defined, with convolved observations as the top layer, continuous responses as the hidden middle layer, and categorical variables following a ...
Department of Electrical and Computer Engineering, Michigan Technological University, 1400 Townsend Dr, Houghton, Michigan 49931-1295, United States John A. Paulson School of Engineering and Applied ...
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Abstract: A latent function decomposition method is proposed for forecasting the capacity of lithium-ion battery cells. The method uses the multioutput convolved Gaussian process (MCGP), a machine ...
Continual 3D Convolutional Neural Networks (Co3D CNNs) are a novel computational formulation of spatio-temporal 3D CNNs, in which videos are processed frame-by-frame rather than by clip. In online ...
Deconvolution is an image processing method in astrophotography designed to reverse blurring effects, such as those caused by atmospheric conditions and optical imperfections, by mathematically ...