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Hrushikesh N. Mhaskar

Theory inspired deep network for instantaneous-frequency extraction and signal components recovery from discrete blind-source data

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Jan 31, 2020
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Dimension independent bounds for general shallow networks

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Aug 26, 2019
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Function approximation with zonal function networks with activation functions analogous to the rectified linear unit functions

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Jul 08, 2018
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Deep Algorithms: designs for networks

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Jun 06, 2018
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A unified method for super-resolution recovery and real exponential-sum separation

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Jul 26, 2017
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A Fourier-invariant method for locating point-masses and computing their attributes

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Jul 26, 2017
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