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We quantify the similarity between two temporal profiles using the Jensen Shannon divergence (JSD) [31].
Hemicrania continua presents as two temporal profiles: an episodic form with distinct headache phases separated by periods of pain-free remissions, and a chronic form in which the headache persists without remission for years [3].
The differences between the two temporal profiles highlight the importance of the dynamical reconstruction for the experimental conditions in the present study.
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From this perspective, a spatial sequence performed with two different temporal profiles would constitute two distinct behaviours and demand the training of independent neural generators.
Figure 5 shows two synthetic temporal profiles (one with the target implanted and the other with identical noise but without a target) and their estimated DC signals.
We then classify a thousand individual temporal profiles into one of the four dynamic patterns.
This approach also classified genes into nine different temporal profiles based on the values of the estimated regression coefficients.
HAART-associated toxicity can have two kinds of temporal profiles; early toxicity, also known as tolerability, and long-term or chronic toxicity.
In our study most differentially expressed genes fell into two groups with distinct temporal profiles which showed remarkable coherence of the functional classes.
Several of the ADH3-6 genes in some strains have PC2 scores significantly different from zero indicating that their temporal profiles may go through local minima/maxima.
The analyses classify the genes into five groups with characteristic temporal profiles, based on which functional similarities between the ADH3-6 genes and previously more characterized genes can be found.
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