gtm_gbf

Calculates the output of Gaussian basis functions for a given set of input

Synopsis

FI = gtm_gbf(MU, sigma, X)

Arguments

MU - a M-by-L matrix containing the centers of the basis functions

sigma - a scalar giving the standard deviation of the radii-symmetric Gaussian basis functions,

X - the latent variable sample forming the set of inputs; K-by-L

Return

FI - the matrix of basis functions output values; K-by-(M+1), "+1" for a bias basis function with a fixed value of 1.0

See also

gtm_lbf


The GTM Toolbox: Contents