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A nonlinear sparse neural ordinary differential equation model for multiple functional processes

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In this article, we propose a new sparse neural ordinary differential equation (ODE) model to characterize flexible relations among multiple functional processes. We characterize the latent states of the functions via a set of ordinary differential equations. ... ...