Replacing SVD in ELM with LU, Hessenberg, Schur, Gram-Schmidt or Householder decompositions speeds training on large EEG BCI data, with Hessenberg preferred for pace and Householder for accuracy.
Science 150(3700), 1187–1188 (1965) [2]
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On improving learning capability of ELM and an application to brain-computer interface
Replacing SVD in ELM with LU, Hessenberg, Schur, Gram-Schmidt or Householder decompositions speeds training on large EEG BCI data, with Hessenberg preferred for pace and Householder for accuracy.