The findings that the Acsl gene family expanded significantly in the time window coincident with the emergence of vertebrates lead us to test the contribution of genome duplications.
Interestingly, neurons also differed widely with respect to the increase in decoding accuracy obtained when the time window was expanded.
Based on this, we developed an algorithm based on reinforcement learning, called WINTER (WINdow adjusTment with Expanding and shRinking), which adaptively adjusts the time window size by the following: (i) If the prediction accuracy falls from time window to, then for time window, we "reverse" the operation, that is, if the operation on is expansion/shrinkage, we shrink/expand for.
In this context, since the clients stay separated by a larger number of blocks, the size of the time window needs to be expanded to accommodate a greater quantity of clients per window, which causes an imbalance on the number of clients present in each window.
As noted above, in order to meet recruitment goals at some clinics, we expanded the list of ICD-9 codes and/or the time window for time of last visit at the clinic.
The revision of the time windows consists of two operations: expanding, that is, increasing the window size by one time point, and shrinking, that is, decreasing the window size by one time point.
It seems like a lineage-specific duplication has occurred in Ciona, but the rest of the family has expanded in a time window in agreement with 2R (Additional files, figures 1L and 2L).
The response was first visible in the 100 300 ms active window then expanded in later time windows in both the posterior anterior and medial lateral directions to include more anterior parts of the inferior left temporal lobe.
