Sentence examples for large-scale input from inspiring English sources

Scientific requirements arose during the process highlighted the needs for easy parameter setting, fully embarrassingly parallel computations and large-scale input dataset processing.

The Convolutional Neural Network (CNN) figures among the state-of-the-art Deep Learning (DL) algorithms due to its robustness to support data shift, scale variations, and its capability of extracting relevant information from large-scale input data.

Our experimental results reveal that NVIDIA architectures outperform by a wide margin the Intel Xeon Phi co-processor while dissipating approximately 50 W less (25%) for large-scale input problems.

Velocity deficit at the hubheight of the wind turbine and standard deviation components inside the wind farm were calculated for various environmental situations which are constructed as combinations of the large scale input parameters of the model with surface and landscape characteristics.

From the perspective of compressed sensing (CS) theory, the channel estimation problem in large-scale multiple input multiple output (MIMO -orthogonal frequency division MIMO -orthogonalDM) system is investigated.

In other words, while they certainly show that these measures are influenced by or can be affected by large-scale afferent input, it seems to me that this is not necessary a shocking result.

We present linear transceiver design strategies for large-scale multiple-input multiple-output downlink systems when the user nodes have multiple receive antennas, and they receive multiple streams.

In small-scale, low-input rainfed farming systems, productivity is extremely variable and the advantage of transgenic cotton over conventional varieties is not as easy to demonstrate as it is in large-scale, high-input irrigated farming systems.

The problem of physical layer security in a large-scale multiple-input multiple-output (LSMIMO) relaying system is studied in [20], and the impact of imperfect channel state information (CSI) in AF and DF classical relaying schemes is also investigated.

In the previous work of Huang et al., a decentralized adaptive fuzzy controller of large-scale multiple-input multiple-output nonlinear systems is obtained predicated upon the assumption that the interconnections between subsystems can be bounded by first-order polynomials.

Large-scale multiple-input multiple-output (MIMO) systems, also known as massive MIMO, are a promising technology which use a large number of antennas to serve a high number of user terminals at the same time without requiring extra bandwidth resources [1 4].