[PDF][PDF] Best neural simultaneous approximation

HA Almurieb, ES Bhaya - Indonesian Journal of Electrical …, 2020 - academia.edu
Best neural simultaneous approximation Page 1 Indonesian Journal of Electrical Engineering
and Computer Science Vol. 20, No. 3, December 2020, pp. 1584~1590 ISSN: 2502-4752, DOI …

[PDF][PDF] Monotone approximation by quadratic neural network of functions in Lp spaces for p< 1

HA Almurieb, ES Bhaya - Iraqi Journal of science, 2020 - iasj.net
Some researchers are interested in using the flexible and applicable properties of quadratic
functions as activation functions for FNNs. We study the essential approximation rate of any …

Nearly Monotone Neural Approximation with Quadratic Activation Function

HA Almurieb, ES Bhaya - Journal of Physics: Conference Series, 2021 - iopscience.iop.org
Quadratic functions give good rates of approximation when used as activation functions of
feedforward neural networks. Also, monotonicity is important to describe the function …