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Meanwhile, the predicted Frequency Response Function (FRF) of the spindle based on the rotor dynamics is integrated to the chatter vibration stability law.
In this paper, focusing on the development of a new rotary ultrasonic spindle based on this new method, an actual ultrasonic spindle unit was designed and constructed in accordance with the previous work.
One could certainly imagine some single-cell organisms might orient their spindle based on environmental cues.
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More importantly, our pipeline could be modified as a guide to aid manual annotation of sleep spindles based on multiple channels quickly (6 10 s for processing a 40-min EEG recording), making spindle detection faster and more objective.
With one of the expert's annotation as a gold standard, our pipeline yields an excellent sensitivity that is close to a second expert's scores and with the advantage that it can classify spindles based on multiple channels if more channels are available.
Urakami et al [15] specifically selected spindles based on their EEG frequency and topography.
The spindle detector distinguishes between "possible", "probable" and "certain" spindles, based on linear discriminant analysis on spectral features, and thus creates four classes (including "no spindle"), denoted here as 0, 1, 2 and 3, respectively.
Trend lines show theoretical calculation of microtubule number in MMO spindle architecture based on the spindle length, Ls, and average total polymer, LT.
The spindle consists of the rotating shaft, the front and rear bearings, and the spindle base.
Interestingly, spindle positioning based on a dynamic balance of forces has also been recently reported for the meiotic spindle in mouse oocytes (Yi et al., 2011) However, our results do not exclude a role for cell-cell junctions in spindle position.
This paper proposes a new decoupling control scheme for a 4-DOF PMBAMB in a direct-driven spindle system based on the neural network inverse (NNI) and 2- degree-of-freedom (DOF) internal model control method.
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