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Optimization Guarantees of Unfolded ISTA and ADMM Networks With Smooth Soft-Thresholding
Hence, we provide conditions, in terms of the network width and the number of training samples, on these unfolded networks for the PL$^*$ condition to hold.
Orthogonal and Non-Orthogonal Signal Representations Using New Transformation Matrices Having NPM Structure
As NPMs are non-singular, this introduces two non-orthogonal transforms known as Complex Conjugate Periodic Transforms (CCPTs) denoted as CCPT$^{(1)}$ and CCPT$^{(2)}$.
A New Signal Representation Using Complex Conjugate Pair Sums
It is shown that, using CCPT we can estimate the period, hidden periods and frequency information of a signal.
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