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In the present study, only the amplitude and frequency modulation of calls was removed, but mean peak frequency remained unchanged, meaning that the 50-kHz sine wave tones used here had a peak frequency, which is typical for frequency-modulated calls.
The proposed ANN-based method can achieve good estimation accuracy of 97.2% and 96.9% by using the feature set {Peak, Mean, Peak Frequency, Kurtosis} and {Mean, Peak Frequency}.
It was then tried to predict the real and sham stimulation sessions based on the changes in the mean peak frequency difference (MPFD) observed in the brain of the patients in the 2 7 Hz frequency band.
Further inspection revealed the limitations of focusing on a single population measure (e.g., the mean peak frequency) to characterize age-related changes.
Due to inter-individual differences in the gamma peak frequency, the wavelet designed for the frequency of the subject's maximal amplitude in the gamma range was chosen (mean peak frequency range in the 150 400 ms interval: 51 Hz; std error±12.9 Hz).
The mean peak frequency was 23 ± 6 Hz.
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In populations of O. nubilalis and O. scapulalis, the frequency range of male ultrasounds (38.3 and 36.1 kHz for mean peak frequencies of pulses 1 and 2, respectively) was well within the most sensitive frequency range of hearing (≈30 60 kHz) (Fig. 4, 6).
ωpeak in (b) means peak frequency.
In addition, when plotting mean theta power and mean theta peak frequency for each task period as a function of speed, we observed that theta activity was highest during the DM period in a wide range of speeds (Fig. 5, P < 0.05, two-way ANOVA followed by Tukey's post hoc test).
(C – E ) mean peak theta frequency (C ), mean absolute theta power (D ), and mean normalized theta power (E ) of raw LFPs recorded from WT and Tau mice and from mice with two other control genotypes (OC; +/− and −/+ combined), during familiar and novel track running (Track ) and open box sessions (Open ).
Hingee and Magrath (2009) demonstrated the frequency of the two tonal elements in the crested pigeon wing whistle and found that Tone 1 had a mean fundamental peak frequency (+SD) of 1.303 + 0.100 kHz, while Tone 2 had fundamental peak frequency of 2.937 + 0.209 kHz.
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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