Abstract: In this paper, the upper bound of filter length in the design of polynomial graph Alter is studied. First, the characteristic polynomial of graph Laplacian matrix is used to show that the ...
We study an infinite family of lower and upper bounds on the modulus of zeros of complex polynomials derived by Kalantari. We first give a simple characterization of these bounds which leads to an ...
The expressive power of neural networks describes the ability to represent or approximate complex functions. The number of linear regions is the standard and most natural measure of expressive power.
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