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09/15/2022
Order of uniform approximation by polynomial interpolation in the complex plane and beyond
For Lagrange polynomial interpolation on open arcs X=γ in , it is well-k...
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05/26/2022
Analysis of a Direct Separation Method Based on Adaptive Chirplet Transform for Signals with Crossover Instantaneous Frequencies
In many applications, it is necessary to retrieve the sub-signal buildin...
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12/27/2020
Time-Scale-Chirp_rate Operator for Recovery of Non-stationary Signal Components with Crossover Instantaneous Frequency Curves
The objective of this paper is to introduce an innovative approach for t...
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10/26/2020
A Signal Separation Method Based on Adaptive Continuous Wavelet Transform and its Analysis
Recently the synchrosqueezing transform (SST) was developed as an empiri...
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10/21/2020
Analysis of an Adaptive Short-Time Fourier Transform-Based Multicomponent Signal Separation Method Derived from Linear Chirp Local Approximation
The synchrosqueezing transform (SST) has been developed as a powerful EM...
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10/04/2020
A Separation Method for Multicomponent Nonstationary Signals with Crossover Instantaneous Frequencies
In nature and engineering world, the acquired signals are usually affect...
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01/31/2020
Theory inspired deep network for instantaneous-frequency extraction and signal components recovery from discrete blind-source data
This paper is concerned with the inverse problem of recovering the unkno...
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12/16/2019
Realization of spatial sparseness by deep ReLU nets with massive data
The great success of deep learning poses urgent challenges for understan...
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05/23/2019
CASS: Cross Adversarial Source Separation via Autoencoder
This paper introduces a cross adversarial source separation (CASS) frame...
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04/03/2019
Deep Neural Networks for Rotation-Invariance Approximation and Learning
Based on the tree architecture, the objective of this paper is to design...
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03/09/2018