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It is clear from analysis that firing of PV BCs at theta frequency optimizes the information content of PV BC to pyramidal cell synaptic transmission.
Thus, sequencing a contiguous fragment from bp 11,399 through the control region to bp 3668 would create a dataset that optimizes the information necessary for phylogenetic and coalescent analyses and also takes advantage of the wealth of data already available on the control region.
In Experiment 1, Δ f was varied according to a Bayesian adaptive procedure that optimizes the information gain on each trial, and thus can be used to obtain efficient estimates of sensitivity threshold from a 30-trial staircase [34].
Multiple sequence alignments were performed with the PralineTM program, which optimizes the information for each of the input sequences (predicted secondary structure and transmembrane structure) [ 55].
The popularity of this approach is due to the fact that it optimizes the information available by borrowing strength from the whole sample to provide precise estimation of the parameters, including covariate effects [ 10- 12].
However, by design the RSPCA optimizes the information criterion in each iteration of the algorithm while the S4VDPCA performs the stability selection once and requires only a single information criteria optimization step to select the final model via forward selection.
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Besides that, the work in [10] solved two optimization problems to optimize the information rate.
To optimize the information available from these instruments, their 2-dimensional images need to be interpreted in three dimensions.
Due to the system's complexity and comprehensive structure, it becomes challenging to optimize the information flow.
This short "burst" of more than one action potential in vivo serves to further optimize the information content, providing a stronger "memory" of PV BC activity.
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