Another way to look at these two correction factors is to use Equation 4.39 to rewrite them as (4.52) so that, in the spirit of Equation 4.37, they carry the physical meaning that correlated pairs are being built from uncorrelated pairs. Indeed, the first combinatorial factor can itself be ...
Often α is treated as a hyperparameter, which is selected based on different factors such as dataset, network architecture, etc. So in order to create highly separable embedding space, selecting informative triplets of samples is crucial. In this context, informative triplets refer to those ...
In our species, physical and mental traits such as age, body size and shape, intelligence, personality and social behavior, as well as cultural factors such as ethnicity, religiosity, socioeconomic and educational status contribute in the multicued mate choice process.9–15 The use of multiple ...
utp cable is not typically suitable for direct outdoor installations. utp cables are not designed to withstand exposure to harsh weather conditions, uv radiation, moisture, and other environmental factors. for outdoor installations, it is recommended to use outdoor-rated or direct burial cables ...
IL-1 alpha functions as an alarmin during the process of sterile inflammation. It serves as a signal from dying cells to potentiate the inflammatory response, increasing the expression of other secreted factors like IL-6 and IL-8. IL-1 alpha was found to affect the cell cycle of ...
brand’s signature bourbon mash bill with 27 percent brown rice. The whiskey also spends an unspecified period finishing in toasted barrels. Both factors bring character and decent concentration to the 80 proof spirit, which sings to the tune of vanilla, caramel, and — unsurprisingly — toasted...
Akt promotes cell survival by inhibiting apoptosis through phosphorylation and inactivation of several targets, including Bad (7), forkhead transcription factors (8), c-Raf (9), and caspase-9. PTEN phosphatase is a major negative regulator of the PI3K/Akt signaling pathway (10). LY2940...
MAP kinases act as an integration point for multiple biochemical signals, and are involved in a wide variety of cellular processes such as proliferation, differentiation, transcription regulation and development. This kinase is activated by various cell stimuli, and targets specific transcription factors,...
Our method identifies genes in regulatory circuits that control neuronal fate, pluripotency and blood cell differentiation, and it may be useful for prioritizing candidate factors for direct conversion of cell fate.This is a preview of subscription content, log in via an institution to check access....
Transcription factors of the nuclear factor κB (NF-κB)/Rel family play a pivotal role in inflammatory and immune responses (1,2). There are five family members in mammals: RelA, c-Rel, RelB, NF-κB1 (p105/p50), and NF-κB2 (p100/p52). Both p105 and p100 ...