The mean square error when using the complete set of M samples, y = h + w ∈ R M, is constrained by the Cramér-Rao bound[39].
Furthermore, the mean supervector obtained by stacking the means from all mixtures, m, is constrained to lie in a low-dimensional subspace with origin ℳ as follows: m = ℳ + Tx, (1 where m and ℳ are the mean supervectors of the speaker (and session -dependent GMM and the UBM, resession -dependent
The interval length M is constrained to 6 σ because this encompasses 99.75% of the Gaussian (Smith, 1997).
As such, starting from s 0 m, the possible variations of each segment rotational quaternion, q v s j m, are constrained by the former calculated joint position, p j - 1 m, the former segment unity vector, v → s j m - 1 ′, (i.e., the current base vector, v → s j m ), and C j m.
As the expected seismicity rate for earthquakes larger than c m was constrained to a minimum limit by the modified G-R law, the MGR model was superior to the Vbv model when target earthquakes did not occur in the grid cell.
As only the relative contributions of the oligonucleotides and not their absolute magnitudes are important, the diagonal entries of M were constrained to values within the interval [0, 1], to allow comparisons between solutions for different experiments.
We then fit the neural state transition matrices, M and M skew : X ˙ r e d = M X r e d, and X ˙ r e d = M s k e w X r e d, where M is unconstrained (fit via linear regression), and M skew is constrained to be a skew-symmetric matrix (i.e., M s k e w = − M s k e w T, which has purely imaginary eigenvalues), and thus, captures only rotational dynamics.
Note: m d,F is constrained to take integer values only, while m I,F and m I,M can take any value (bigger than 0.5).
The SRAMs are run from the memory clock, or M-clock, which is constrained to run at 50 MHz.
Here, 1 + b ( k ) = 1 + ∑ l = 1 L b t ( l ) e - j 2 π kl M where the FBF is constrained to have L time domain taps.
and the range of m g can be constrained by m g_min and m g_max: {m}_{g_ min }=tau cdot {Q}_gleft {t}_Iright cdot left 1-1/eright) (19) {m}_{mathrm{g}_ max }=tau cdot {Q}_gleft {t}_Iright) (20).
