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Additionally, we introduce a compensation algorithm that improves the measurement accuracy of the systems we implemented by accounting for systemic errors.
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To illustrate this point, Fig. 5b bottom shows the resulting time course for PIM if it is 10% less efficient than AKT on its downstream targets, (which we implement by setting PIM = OFF with a probability of 10% at every time step).
The null model, M 0, denotes that the Th0 and Th17 lineages behave similarly, which we implement by fitting a single DyNB model to Th0 and Th17 measurements.
The alternative model, M 1, denotes that the two lineages behave differently, which we implement by fitting one DyNB model to Th0 and another DyNB model to Th17.
To obtain a short axial coherence gate, dispersion matching between the reference arms is needed, which we implement by adding a controlled amount of fused silica and BK7 glass to the reference arm.
In ns2, we implemented this by creating a new ErrorModel.
We implemented this by using the Kinect's skeletal mapping functions to track hand positions which were then broadcast via multicast to any computer within the same network.
These filter banks cannot be constructed because they have ideal frequency response; we implemented these by division and sum of the power spectrogram.
We implemented CTJPGIS by modifying the modules for optimization in CRF++.
In our initial study, we implemented ICE by using an exhaustive brute-force approach (Bae et al., 2008).
We implemented adaptation by subtracting from the input activation of each unit a term proportional to the recent activation of the unit.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com