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For a comparison purpose, the same data preprocessing techniques, including using z-score to standardize the data and randomly shuffling the original data matrix, were applied to attenuate noise and improve spatial alignment of time series data [53].
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For control purposes the same data set (131 stimulus related song pauses) was scanned for single pulses that occurred in that range of stridulatory phases committed to the production of loud hemi-syllables (>60 and < = 240°).
For this purpose, we implemented separate prototypes that use the same data stock to compare different input and retrieval strategies.
They all use the same data sets.
For comparison purposes, and for the same data, Hagoort's Z tp MBE (Eq. 3) and Vo's CCE-based Z tp MBE (Eq. 7) analysis (not displayed here) yield similar Gi estimations of 65.3 BSCF and 65.5 BSCF, respectively.
For clarification purposes the inset shows the same data plotted against the fluences on a linear scale.
For comparative purposes, we estimated STRFs from the same data using normalized reverse correlation (NRC), a variant of the classical linear regression that has been used to estimate STRFs from natural stimuli in the auditory and visual systems [3], [34], [35].
For the purpose of an additional study utilizing the same data collection, the sampling procedure was not randomised but stratified.
For comparison purposes, ASD analysis was conducted using the same data.
For comparison purposes, video data from same data and the same data collection period under different weather conditions were selected.
Linearized Hill plots were also constructed using Eq. (4) using the same data for display purposes.
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