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To determine voltage threshold, 5-μs sample interval recordings of spikes fired at threshold 10-ms current injection were smoothed using a 20-point (100-μs) sliding filter, before differentiation for dVdt.
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The relationship between sequencing depth filtered by sliding window, filtered times N f, and average sequencing depth S d is given as follows: (1) S fd = S d × L w N f.
Raw data were filtered using a 3-pass sliding average filter with a window width proportional to the tag frequency.
As will be shown below, a sliding window filter of size 15 reduces this effect but does not eliminate it, while a Kalman filter [47] was found to be more effective.
In this paper the multiscale kernel principal component analysis (MSKPCA) based on sliding median filter (SFM) is proposed for fault detection in nonlinear system with outliers.
The advantages of SFM-MSKPCA are: (1) the dynamical multiscale monitoring method is proposed which combining the Kronecker production, the wavelet decomposition technique, the sliding median filter technique and KPCA.
In nearby anchors monitoring, we set a sliding window filter to keep the latest five periodic instances.
Here, p fw is the window size for the sliding window filter, and p fo is the amount of overlap for the smoothing part.
RSSI-based algorithms are less sensitive to packet loss rate because the sliding window filter presents the stored readings when the current reading is missing.
In short; sharp transitions in the DamID signal were identified using a sliding edge filter (window size 199 probes), and adjacent transitions exceeding a threshold (here 0.3) were combined into domains if at least 70% of the enclosed probes have a positive log2 ratio.
TC bouton z-profiles and dendritic z-profiles were visualized as line plots and grayscale color plots after linear interpolation and smoothing with a sliding mean filter using the custom-made software "Rothko" (available at http://www.mpimf-heidelberg.mpg.de/∼mhelmsta/tools/) written in Matlab.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com