Quick Hidden Layer Size Tuning in ELM for Classification Problems

The extreme learning machine is a fast neural network with outstanding performance. However, the selection of an appropriate number of hidden nodes is time-consuming, because training must be run for several values, and this is undesirable for a real-time response. We propose to use moving average,...

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Bibliographic Details
Main Authors: Audi Albtoush, Manuel Fernandez-Delgado, Haitham Maarouf, Asmaa Jameel Al Nawaiseh
Format: Article
Language:English
Published: Brno University of Technology 2024-06-01
Series:Mendel
Subjects:
Online Access:https://mendel-journal.org/index.php/mendel/article/view/299