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

Jan 31, 2020
Charles K. Chui, Ningning Han, Hrushikesh N. Mhaskar


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Dimension independent bounds for general shallow networks

Aug 26, 2019
Hrushikesh N. Mhaskar


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Function approximation with zonal function networks with activation functions analogous to the rectified linear unit functions

Jul 08, 2018
Hrushikesh N. Mhaskar

* 18 pages, Title changed from the pervious version 

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Deep Algorithms: designs for networks

Jun 06, 2018
Abhejit Rajagopal, Shivkumar Chandrasekaran, Hrushikesh N. Mhaskar

* submitted to Thirty-second Annual Conference on Neural Information Processing Systems (NIPS), May 2018 

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A unified method for super-resolution recovery and real exponential-sum separation

Jul 26, 2017
Charles K. Chui, Hrushikesh N. Mhaskar


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A Fourier-invariant method for locating point-masses and computing their attributes

Jul 26, 2017
Charles K. Chui, Hrushikesh N. Mhaskar


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