Better Approximations of High Dimensional Smooth Functions by Deep Neural Networks with Rectified Power Units
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DOI: 10.4208/cicp.oa-2019-0168
Abstract: Deep neural networks with rectified linear units (ReLU) are getting more and more popular due to their universal representation power and successful applications. Some theoretical progress regarding the approximation power of deep ReLU network for… read more here.
Keywords: smooth functions; deep neural; neural networks; rectified power ... See more keywords