Abstract: We consider electronic noise modeling in tomographic image reconstruction when the measured signal is the sum of a Gaussian distributed electronic noise component and another random variable ...

New circuits use random bits to solve software problems faster, showing a new way electronics can handle difficult calculations. Figure outlining the overall system, including the V-MTJ chip and the ...

Probability theory is indispensable in computer science: It is at the core of artificial intelligence and machine learning, which require decision making under uncertainty. It is integral to CS theory ...

Everyone is different, and we all have our own unique quirks and idiosyncrasies that make us who we are. There are some of us, though, who get inordinately irked by things the vast majority don’t have ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demo of Poisson regression, where the goal is to predict a count of things arriving, such as the number of telephone calls ...

Reproducibility Repository accompanying the presentation Applying Adjoints Twice (repo link). Here, we exemplarily implement a inverse problem that (using adjoint approaches) can be implemented quite ...

Nodes of a network have opinions represented by real numbers. Occasionally, two neighbors interact and replace their opinions by their average. This model has applications in engineering and social ...

ABSTRACT: Count data is almost always over-dispersed where the variance exceeds the mean. Several count data models have been proposed by researchers but the problem of over-dispersion still remains ...

High-throughput sequencing technology facilitates the quantitative analysis of microbial communities, improving the capacity to investigate the associations between the human microbiome and diseases.

For information on using the package, see the stable documentation. Use the in-development documentation for the version of the documentation, which contains the unreleased features. It mixes two ...

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. Non-Commercial (NC): Only non-commercial uses of the work are permitted. Auxetics are ...