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As noted earlier, a fixed number p of previous observed velocity values are considered as inputs to the network in each training process while the output is the forecasted velocity values of the time series.
Different from the Bayesian beamformer in [28], the proposed method is a time-recursive Bayesian beamformer which can make use of all previous observed data rather than just a recent short-term integration (STI) window and can estimate the steering vector recursively to approach the optimum performance.
To predict values in MLP networks, a fixed number p of previous observed velocity values is considered as inputs of the network for each training process while the output is the forecasted values of the time series, which is the so-called the "sliding window technique" (see Fig. 2).
As previous observed in an 8-plex real-time PCR, the analytical sensitivity was 100 1000 folds lower than the corresponding uniplex PCRs [9].
Moreover, failed neuronal differentiation results in rapid and massive cell death as previous observed in other neuronal cell types.
The sequential Excel XmR detection routine was used to produce variations for each hospital referring to the 12 previous observed monthly medical reimbursements (see Additional files).
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The observing response task was based on previous observing tasks.
The detectors are starting the new run with about 10% better sensitivity than they had during the previous observing run, says Gabriela González, a physicist at Louisiana State University in Baton Rouge, and spokesperson for the 1000-member LIGO Scientific Collaboration.
On August 26 , 2012 the extent of the Arctic sea ice shrunk to a record low, breaking the previous record, observed in the summer 2007.
A previous study observed the bipolar disorder prevalence to be 0.43% in Sivas province [33].
A previous study observed depression in 10-40% of the migraine patients and mood disorders in 13.6% of the patients [30].
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