The AE-PN model predicts the hot deformation behavior of Inconel 718 with a test accuracy of an RMSE of 4.19.AE outperforms the ANN in reconstructing additional TMP datasets, achieving a lower RMSE (7.98 vs 60).
Here, we show that working memory performance entails brain-wide switching between activity states using a combination of functional magnetic resonance imaging in healthy controls and individuals with schizophrenia, pharmacological fMRI, genetic analyses and network control theory. The stability of states ...
The psychological concepts of working memory and attention are widely used in the cognitive and neuroscientific literatures. Perhaps because of the interdisciplinary appeal of these concepts, the same terms are often used to mean very different things. Drawing on recent advances in theoretical neurobiolog...
In recent years, the study of polarisation vision in animals has seen numerous breakthroughs, not just in terms of what is known about the function of this sensory ability, but also in the experimental methods by which polarisation can be controlled, presented and measured. Once thought to be ...
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The limits of conventional light microscopy (“Abbe-Limit“) depend critically on the numerical aperture (NA) of the objective lens. Imaging at large working distances or a large field-of-view typically requires low NA objectives, thereby reducing the op
A method for monitoring the misalignment of the magnetic axis in solenoids is proposed. This method requires only a few measurements of the magnetic field at fixed positions inside the magnet aperture, and thus overcomes the main drawback of sturdy movin
By applying a color map, the distance values in the distance matrix are transformed into different colors, resulting in a color image that encapsulates the complete characteristics of the time series. Each color represents a different measure of similarity between two embedded vectors, forming a ...
Among them, LSTM has the ability to maintain long-term information memory, which has huge advantages in the fields of Natural Language Processing (NLP), speech recognition, and time series prediction [14]. In addition, in the work of speech recognition, SincNet has also achieved great success ...
An optimum transverse distribution with a truncated-Gaussian profile is selected for linearizing space-charge fields in close vicinity of the cathode, while keeping the longitudinal characteristics (length and shape) of the cathode drive laser pulse the same as the ones which are currently used at ...