On improving the conditioning of extreme learning machine: A linear case

ICICS 2009 - Conference Proceedings of the 7th International Conference on Information, Communications and Signal Processing

Volumn , Issue , 2009, Pages

  Zhao, Guopeng ^a   Shen, Zhiqi ^a   Miao, Chunyan ^a   Man, Zhihong ^b  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

^b SWINBURNE UNIVERSITY OF TECHNOLOGY   (Australia)

Author keywords

Extreme learning machine; Ill conditioned

Indexed keywords

EXTREME LEARNING MACHINE; HIDDEN NEURONS; ILL CONDITIONED PROBLEMS; ILL-CONDITIONED; INPUT WEIGHTS; RANDOM INPUT; SELECTION ALGORITHM; TRAINING ALGORITHMS;

LEARNING SYSTEMS; NEURONS; SIGNAL PROCESSING;

LEARNING ALGORITHMS;

EID: 77949614014     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICICS.2009.5397617     Document Type: Conference Paper

References (4)

1. G.-B. Huang, "Extreme Learning Machine: A New Learning Scheme of Feedforward Neural Networks," in Proc International Joint Conference on Neural Networks, 2004.
2. G. Zhao, Z. Shen, C. Miao, and R. Gay, "Enhanced Extreme Learning Machine with Stacked Generalization," in Proc. International Joint Conference on Neural Networks, 2008, pp. 1192-1199.
3. G. H. Golub and C. F. Van Loan, Matrix computations: Johns Hopkins University Press, 1996.
4. L. Breiman, "Stacked regressions," Machine Learning, vol. 24, pp. 49-64, 1996.