Representation learning with efficient extreme learning machine auto-encoders

Extreme Learning Machine (ELM) is a ‘specialized’ Single Layer Feedforward Neural network (SLFN). The traditional SLFN is trained by Back-Propagation (BP), which has the problem of local minimum and slow learning speed. In contrast to that, hidden weights of ELM are randomly generated without any u...

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Bibliographic Details
Main Author: Zhang, Guanghao
Other Authors: Huang Guangbin
Format: Thesis-Doctor of Philosophy
Language:English
Published: Nanyang Technological University 2021
Subjects:
Online Access:https://hdl.handle.net/10356/146297
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Institution: Nanyang Technological University
Language: English
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