Skip to main content
. Author manuscript; available in PMC: 2009 Nov 25.
Published in final edited form as: IEEE Trans Neural Syst Rehabil Eng. 2009 Feb 3;17(2):116–127. doi: 10.1109/TNSRE.2009.2012711

TABLE I.

Computational Cost for the Training and Runtime Modes

Training mode Runtime mode
PCA/EM O(4NsNP + Ns3 + Ns2NP +
2NP2(P+1)P)
O(4Ns + 4P + 22.5nw)
Compressed
sensing
O(21NsNP + 10NP2) O(43.5Ns + P)