We also compared our segmentation results to the segmentation results from an EM algorithm instead of posterior probability.
As a next step, regionally specific, presumably tinnitus-related brain activity was used as feedback [Dohrmann et al., 2007a, 2007b]: Instead of posterior EEG sites, Dohrmann et al. (2007a, 2007b) used frontocentral EEG sites (F3, F4, FC1, and FC2, referenced to the right mastoid) as electrical generators located in the auditory cortex project to these frontal sites [Pantev et al., 1995].
A similar measure was defined for a combination of microstates by first adding the posteriors of all considered microstates and then testing the same condition with the sum of posteriors instead of a single posterior.
In other situations, the maximum a posteriori probability (MAP) estimate is reported instead of a posterior mean.
Alternatively, it can be thought of as a version of Viterbi EM, in which we compute the most probable value of M g 1: T using the Viterbi algorithm instead of computing posterior marginals using forwards backwards.
This ectopic localization depends on the premature translation of Oskar protein, which recruits PAR-1 and microtubule-plus-end markers to the oocyte center instead of the posterior pole, indicating that Oskar regulates the polarity of the cytoskeleton.
In contrast to the wild-type, microtubules are nucleated all around the oocyte cortex of par-1 mutants, and the plus ends are focused at the center instead of the posterior pole.
Furthermore, if we did the training on the exact posterior instead of the sampled posterior, we would expect the difference to reverse, with the exact posterior improving on the current sampled posterior (although perhaps not noticeably).
No colonic elongation was noticed; instead, a lack of posterior wall attachment of the ascending colon was present, justifying a caecopexy with a non-absorbable suture along and a prophylactic appendicectomy.
More recently, Kamm and co-workers have advocated two seemingly contradictory hypotheses: (1) that cnidarians possess anterior Hox genes, but instead of bona fide posterior Hox genes, they possess a posterior Hox/Cdx like gene [49], and (2) that cnidarian genes related to bilaterian Hox genes "should be regarded as Hox-like but not as true Hox genes" [50].
We use monophone state posteriors (135-dimensional) instead of triphone state posteriors 3113-dimensionall) which are used in the acoustic model in order to keep the dimension of the input vector not much larger than the original vector (440-dimensional).
