Random vector functional link network based shallow and deep learning

Deep learning has been extremely successful in recent years. However, it should be noted that neural networks utilizing back-propagation for parameter training are subject to a time-intensive drawback. Also, these neural networks may fall into local minima and give sub-optimal results. At the same t...

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Bibliographic Details
Main Author: Shi, Qiushi
Other Authors: Ponnuthurai Nagaratnam Suganthan
Format: Thesis-Doctor of Philosophy
Language:English
Published: Nanyang Technological University 2023
Subjects:
Online Access:https://hdl.handle.net/10356/171612

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