Extreme Learning Machines

被引:250
作者
Cambria, Erik [1 ]
Huang, Guang-Bin [2 ]
机构
[1] MIT, Media Lab, Cambridge, MA 02139 USA
[2] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, Singapore
关键词
D O I
10.1109/MIS.2013.140
中图分类号
TP18 [人工智能理论];
学科分类号
140502 [人工智能];
摘要
引用
收藏
页码:30 / 31
页数:2
相关论文
共 4 条
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Extreme learning machine: Theory and applications [J].
Huang, Guang-Bin ;
Zhu, Qin-Yu ;
Siew, Chee-Kheong .
NEUROCOMPUTING, 2006, 70 (1-3) :489-501
[2]
Universal approximation using incremental constructive feedforward networks with random hidden nodes [J].
Huang, Guang-Bin ;
Chen, Lei ;
Siew, Chee-Kheong .
IEEE TRANSACTIONS ON NEURAL NETWORKS, 2006, 17 (04) :879-892
[3]
Extreme Learning Machine for Regression and Multiclass Classification [J].
Huang, Guang-Bin ;
Zhou, Hongming ;
Ding, Xiaojian ;
Zhang, Rui .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2012, 42 (02) :513-529
[4]
Optimization method based extreme learning machine for classification [J].
Huang, Guang-Bin ;
Ding, Xiaojian ;
Zhou, Hongming .
NEUROCOMPUTING, 2010, 74 (1-3) :155-163