Changes in bulk transcriptional profiles of heterogeneous samples often reflect changes in proportions of individual cell types. Several robust techniques have been developed to dissect the composition of such mixed samples given transcriptional signatur
We synthesize the extended linear beta regression with a neural network structure to model and predict the mean and precision of market-based loss rates. We can incorporate non-linearity in mean and precision in a flexible way and resolve the problem of specifying the underlying form in advance....
The details of calculation theories, equations and validation were listed in Supplementary section 2. Table 2. Calculation methods of ecosystem services. Ecosystem serviceUnitMethodInput data Agricultural production (AP) yuan/pixel Spatial allocation based on land use type and vegetation coverage County ...
LPUSS has a lower calculation order than randomized kinodynamic planning (RKP) and rapid semi-optimal motion planning (RASMO). In the validation using multi degree-of-freedom (DOF) under actuated manipulator models, the solutions' quality and the computational efficiency of LPUSS were better than ...
The performance of the mixer was compared in terms of conversion gain, linearity, noise figure and power dissipation. However, in the prospect of low-cost subharmonic mixing implementation, the consumption of the chip area was taken into account in the FOM calculation. The LO–RF isolation was ...
The proposed method can be considered in next-generation video coding standards, as it reduces decoding complexity while the BD-rate is maintained. Author Contributions Conceptualization, Y.-L.L. and H.S.; methodology, Y.-L.L.; software, H.S.; validation, Y.-L.L. and H.S.; formal ...
where after a simple and intuitive calculation, an approximated linear polynomial can be presented as: 𝑓𝑛(𝑧)=〈𝑣,𝑒0〉𝑒0+〈𝑣,𝑒1〉𝑒1+〈𝑣,𝑒2〉𝑒2=0.839𝑥2+0.851𝑥+1.012993fn(z)=v,e0e0+v,e1e1+v,e2e2=0.839x2+0.851x+1.012993 (12) The ...
The proposed method can be considered in next-generation video coding standards, as it reduces decoding complexity while the BD-rate is maintained. Author Contributions Conceptualization, Y.-L.L. and H.S.; methodology, Y.-L.L.; software, H.S.; validation, Y.-L.L. and H.S.; formal ...
Both the frequency spectrum and the THD calculation are shown, considering ten harmonic components. The integrated prototype shows a −61 dB THD for the 60μApp60μApp input current at 1 kHz, and −53 dB at 10 kHz. These values correspond to the distortion specifications of the signal ...
The calculation results are shown in Equations (15) and (16). ∆VFD = VG1,FD1 − VG1,FD2 = VS1,FD1 − VS1,FD2 − (VTH1,FD1 − VTH1,FD2) (15) ∆VOUT = VG2,FD1 − VG2,FD2 = VS2,FD1 − VS2,FD2 − (VTH2,FD1 − VTH2,FD2) (16) Sensors 2023, 23, 5667...