We extend the limit optimal partial proxy method to compute second-order sensitivities of financial products with discontinuous or angular payoffs by Monte Carlo simulation. The methodology is optimal in terms o
Designing efficient artificial neural network circuit architectures for optimal information routing remains a challenge. Here, the authors propose “Mosaic", the first demonstration of on-chip in-memory spike routing using memristors, optimized for small-world graphs prevalent in mammalian brains, offering...
Here, the authors show how to transform any CSS stabilizer code into a 3D topological code, leading to codes with optimal asymptotic scaling in 3D. Dominic J. Williamson & Nouédyn Baspin Article 03 November 2024 | Open Access Exploration-based learning of a stabilizing controller predicts ...
Literally, IoT is to construct a global network of things where everything is connected to the Internet, thus realizing the interconnection of all objects using Internet technologies. With IoT technology, devices are able to transmit information to each other and several devices work together to com...
If all nodes write to the same cloud node, then using the evacuation problem variant of the quickest flow algorithm solves the problem (see Definition 2.2), Specifically, we have the following theorem.Theorem 2.6Given any instance \(G=(V,E,w)\) of the CWC model, an optimal schedule ...
context in order to obtain a better analysis and to be fair with all regions being analysed. Mobility patterns might be different, given each geographic area and each main economic activity. Not taking into account these two points could provide an incomplete picture, leading to sub-optimal ...
input from the extracted and selected features into the classifier to get the output of traffic classification. This process is essentially a divide-and-conquer idea, and the disadvantage of the divide-and-conquer method is that the locally optimal solution is not necessarily globally optimal. ...
future works can either adopt aone-fits-allapproach to investigate very large random RCs or perhaps more likely to follow the concept of domain-specific architecture (DSA)52to explore structured classes of RCs that achieve optimal performance for particular types of applications, with Bayesian optimiza...
As the capabilities of PCDs have expanded from essentially single-function devices (e.g., MP3 player, mobile phone, GPS device) to the multifunction devices that are becoming prevalent today, the single-accessory connection has limited users' ability to configure optimal systems for various ...
Data employed in computations amongst multiple processors in a computing system is processed so that less bits than a full representation of the data needs to be communicated yet all of the relevant information is communicated. More specifically, a sensitivity value is determined for various items of...