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Incremental extreme learning machine with fully complex hidden nodes

NeurocomputingPublished 2 October 2007Open access
Guang-Bin Huang, Ming-Bin Li, Lei Chen, Chee‐Kheong Siew
Citations255
SJR quartileQ4
SJR score0.11
SNIP0.06
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TL;DR

It is shown that, as long as the hidden layer activation function is complex continuous discriminatory or complex bounded nonlinear piecewise continuous, I-ELM can still approximate any target functions in the complex domain.

Abstract

10.1016/j.neucom.2007.07.025

Keywords

Computer ScienceEngineering