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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Format: | Thesis-Doctor of Philosophy |
Language: | English |
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Nanyang Technological University
2021
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Online Access: | https://hdl.handle.net/10356/146297 |
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Institution: | Nanyang Technological University |
Language: | English |