Abstract The reservoir computing (RC) system, known for its ability to seamlessly integrate memory and functions, is considered as a promising solution meet the high demands time energy-efficient in current big data landscape, compared with traditional silicon-based systems that have noticeable disadvantage of separate storage computation. This review focuses on in-materio RC based nanowire net...

PURPOSE: This technical note characterizes underwater sound produced by a backhoe dredge during rock removal as part of the widening and deepening of New York/New Jersey Harbor. Both continuous sounds (e.g., engine and generator sounds transmitted through the hull) and repetitive, punctuated sounds (e.g., associated with bucket bottom contact and the repositioning of spuds) comprise a broad spe...

conclusions: the presented food-based strategies in this study introduce a precise management for depression benefiting from iranian traditional medicine resources. background: considering the increasing prevalence of depression in contemporary societies, general tendency for safer treatments with fewer side effects has recently been a subject of interest. objectives: food-based strategies, whi...

Dredging is a catastrophic disturbance that directly affects key biological processes in aquatic ecosystems, especially in those small and shallow. In the tropics, metabolic responses could still be enhanced by the high temperatures and solar incidence. Here, we assessed changes in the aquatic primary production along a small section of low-flow tropical downstream (Imboassica Stream, Brazil) a...

http://bmj.com/cgi/content/full/325/7378/1437 Updated information and services can be found at: These include: Data supplement http://bmj.com/cgi/content/full/325/7378/1437/DC1 "Figures" References http://bmj.com/cgi/content/full/325/7378/1437#otherarticles 26 online articles that cite this article can be accessed at: http://bmj.com/cgi/content/full/325/7378/1437#BIBL This article cites 11 arti...

Suppose there is a given data set and there are a huge number of hypotheses [1] about this data set [2]. If the data is totally random, then say all the hypotheses are actually false. However, owing to the sheer number of hypotheses on a limited data set, it is possible to see some very highly correlated [3] data that are statistically significant [4]. In such cases, data dredging is said to ha...

The concentrations of selected trace metals, organotins, polychlorinated biphenyls (PCBs), and polycyclic aromatic hydrocarbons (PAHs) were determined in caged blue mussels (Mytilus edulis) during dredging operations in the Göta Älv Estuary (SW Sweden). Maximum values of pollutants in mussel tissues were found after the dredging started. Our results showed that the dredging caused mobilization ...

There is increasing concern about the replicability of studies in psychology and cognitive neuroscience. Hidden data dredging (also called p-hacking) is a major contributor to this crisis because it substantially increases Type I error resulting in a much larger proportion of false positive findings than the usually expected 5%. In order to build better intuition to avoid, detect and criticize ...

If in sampling any class, say theM's, we first decide what the character Pis for which we propose to sample that class, and also how many instances we propose to draw, our inference is really made before these latter are drawn, that the proportion of P's in the whole class is probably about the same as among the instances that are to be drawn .... But suppose we were to draw our inferences with...