This valuable study provides a practical computational framework for inferring latent neural states directly from calcium fluorescence recordings, bypassing the traditional need for a separate spike ...

Discover how probability distribution methods can help predict stock market returns and improve investment decisions. Learn ...

Abstract: The article examines statistical properties of cumulative estimates of the bounds of the mathematical expectation of a discrete random variable and point estimates constructed on their basis ...

Let's delve into what constitutes a valid probability distribution and how we can determine if a given distribution meets the necessary criteria. A probability distribution, in essence, describes the ...

So far, the events we have encountered have discrete outcomes, such as obtaining heads or tails when tossing a coin. However, some events correspond to continuous outcomes. For example, imagine ...

Ask the publishers to restore access to 500,000+ books. An icon used to represent a menu that can be toggled by interacting with this icon. A line drawing of the Internet Archive headquarters building ...

Abstract: Entropy region is a set consisting of the entropic vector corresponding to every discrete probability distribution. Both its outer bound consisting of Shannon-type inequalities and inner ...

Quantum annealing (QA) can be competitive to classical algorithms in optimizing continuous-variable functions when running on appropriate hardware, show researchers from Tokyo Tech. By comparing the ...