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In other words, all the computations would be aimed at limiting the frequency of false alarms.
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Although it is possible to incorporate discriminative training in HMM RFE, the computation would be much heavier because discriminative training requires more iterations (e.g. 500 iterations) to converge comparing to generative training (about 20 iterations).
These results therefore suggest that if the online visual feedback is not available, the additional computations would be recruited before the reaching movement initiation to learn the gradual visuomotor rotation.
We demonstrate that the computing framework enables sophisticated system-wide analyses that can be performed in minutes (as opposed to days if computations would be performed in serial).
Some rare scaffolds in our hierarchy have over 16,000 children, which means that over 128 million distance computations would be needed for such scaffold to calculate its children's pairwise similarity.
Such computations would be prohibitively long for a quick screening tool that is intended not to impede clinicians' workflow during routine breast cancer screening.
These factors were not directly tested in our paradigm, but it makes sense that these target-related computations would be done with target represented in an eye-centered reference frame (Te), rather than a movement code in some other frame.
If the entire splint model were to be constructed using a single automated process, the concerned computation would be completed within tens of seconds.
Because we did not use the inverse MC matrix, the amount of computation would be reduced.
Because an exact replication of the Grid and computation would be degenerate and uninteresting, decisions had to be made about where the cloud architecture would be allowed to differ from the cluster.
The time step would be severely restricted by the CFL condition and a long time computation would be subjected to numerical instability if an explicit method were adopted in these cases.
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