Efficient Approximation of High-Dimensional Functions With Neural Networks.
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DOI: 10.1109/tnnls.2021.3049719
Abstract: In this article, we develop a framework for showing that neural networks can overcome the curse of dimensionality in different high-dimensional approximation problems. Our approach is based on the notion of a catalog network, which… read more here.
Keywords: efficient approximation; neural networks; high dimensional; dimensional functions ... See more keywords