Parallel processing in FDTD as well as other electromagnetic simulation methods is growing in importance. It allows not only to calculate faster but also to cope with large structures. Parallel processing can be implemented in different ways. The implementation depends mainly on computer architecture ...
This allows seamless switching between device types without requiring any code modifications. Additionally, Seq2SeqSharp supports parallel execution of neural networks across multiple GPUs. It automatically handles the distribution and synchronization of weights and gradients across devices, manages resources ...
Database management systems known as in-memory database management systems (IMDBMS) store and manage data primarily in a computer’s main memory (RAM) instead of conventional disc storage. This method greatly accelerates data retrieval and processing using memory’s quicker access times. Due to th...
The local and long-range connectivity of cortical neurons are considered instrumental to the functional repertoire of the cortical region in which they reside. In cortical networks, distinct cell types build local circuit structures enabling computational operations. Computations in the medial prefrontal co...
Leakage is modeled as a relatively large-value resistor in parallel with the ideal capacitor in the lumped model. It arises from the fact that the dielectric materials used within the capacitor are not perfect insulators, and allow some amount of DC current to pass through the capacitor when a...
microtubule functional diversity in different cell types received: 17 March 2016 accepted: 29 June 2016 Published: 27 July 2016 M. Reza Shaebani1,*, Aravind Pasula2,*, Albrecht Ott2 & Ludger Santen1 Many cellular processes are tightly connected to the dynamics of microtubules (MTs)...
of required working memory resources needed for learning. Ideally, cognitive resources are directed to handle the intrinsic load (germane processing; Paas and van Merriënboer,2020). Once the demands of the learning task exceed the capacity of working memory, a cognitive overload occurs (Mayer ...
Bergen, J.R., Julesz, B.: Parallel versus serial processing in rapid pattern discrimination. Nature 303, 696–698 (1983) Article Google Scholar Binkiewicz, D.M.: Tunes of the times: historical songs as pedagogy for recent US history. Hist. Teach. 39(4), 515–520 (2006) Article Goog...
It is different from multi-task learning as the tasks are learned sequentially in transfer learning, whereas multi-task learning seeks good performance on all considered tasks by a single model at the same time in parallel. … pretrain a deep convolutional net with 8 layers of weights on a ...
A distributed data processing system is provided in which two computers, each running under a different operating system, are coupled so that jobs initiated by a first one of the computers can be executed on a second computer by using the resources of the second computer. This enables the user...