Given the original constant matrix C and error constraints to be satisfied, AURA aims to find an optimized matrix C ′, where the total number of nonzero digits of constants is minimum.
A phi-X 174 control lane was included in the Solexa run for matrix, phasing, and error rate estimations as recommended by the manufacturer.
where G = C ⊗ I M ; C is an N × N weighting matrix, where {C} lk = c lk ; ⊗ is the Kronecker product; D i) is the diagonal step-size matrix; and the error energy matrix, E(i), is given by E ( i ) = diag e 1 2 i I M, e 2 2 i I M, …, e N 2 i I M. (9).
The model equation, including the observed data, the design matrix, and the error term, was convolved with a Gaussian kernel, with a dispersion of 4 s FWHM.
The model equation, including the observation data, the design matrix, and the error term, was convolved with a Gaussian kernel dispersion of 4 sec FWHM to account for the temporal autocorrelation [51].
The model equation, including the observation data, the design matrix and the error term, was convoluted with a Gaussian kernel of dispersion of 4 s FWHM to deal with the temporal auto-correlation.
Specifically, with dimension d fixed, we find loading matrix, latent variable matrix and uniqueness error matrix such that and.
