Zobrazeno 1 - 10
of 5 681
pro vyhledávání: '"Fayçal, A."'
We study the rate-distortion problem for both scalar and vector memoryless heavy-tailed $\alpha$-stable sources ($0 < \alpha < 2$). Using a recently defined notion of ``strength" as a power measure, we derive the rate-distortion function for $\alpha$
Externí odkaz:
http://arxiv.org/abs/2411.08549
We present a novel deep graphical representation that seamlessly merges principles of game theory with laws of statistical mechanics. It performs feature extraction, dimensionality reduction, and pattern classification within a single learning framew
Externí odkaz:
http://arxiv.org/abs/2410.12264
Autor:
Wiesmayr, Reinhard, Cammerer, Sebastian, Aoudia, Fayçal Aït, Hoydis, Jakob, Zakrzewski, Jakub, Keller, Alexander
We detail the steps required to deploy a multi-user multiple-input multiple-output (MU-MIMO) neural receiver (NRX) in an actual cellular communication system. This raises several exciting research challenges, including the need for real-time inferenc
Externí odkaz:
http://arxiv.org/abs/2409.02912
Isotropic $\alpha$-stable distributions are central in the theory of heavy-tailed distributions and play a role similar to that of the Gaussian density among finite second-moment laws. Given a sequence of $n$ observations, we are interested in charac
Externí odkaz:
http://arxiv.org/abs/2408.06269
The fifth generation of mobile networks (5G) represents the latest development in mobile communications. It has been designed to support several types of data traffic and to meet more performance requirements than ever before. These characteristics m
Externí odkaz:
http://arxiv.org/abs/2407.20652
Artificial Intelligence (AI) is a pervasive research topic, permeating various sectors and applications. In this study, we harness the power of AI, specifically convolutional neural networks (ConvNets), for segmenting liver tissues. It also focuses o
Externí odkaz:
http://arxiv.org/abs/2406.07688
Wireless data communications are always facing the risk of eavesdropping and interception. Conventional protection solutions which are based on encryption may not always be practical as is the case for wireless IoT networks or may soon become ineffec
Externí odkaz:
http://arxiv.org/abs/2403.10342
The quantum Hall effect under the influence of gravity and inertia is studied in a unified way. We make use of an algebraic approach, as opposed to an analytic approach. We examine how both the integer and the fractional quantum Hall effects behave u
Externí odkaz:
http://arxiv.org/abs/2403.07069
Autor:
Boukamcha, Fayçal
Publikováno v:
International Journal of Pharmaceutical and Healthcare Marketing, 2024, Vol. 18, Issue 4, pp. 541-562.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/IJPHM-11-2022-0094
Publikováno v:
Phys. Rev. D 108, 083025 (2023)
We study, using the Mathisson-Papapetrou-Dixon equations, the spin oscillation of neutrinos when the latter are coupled to the scalar field of screening models of dark energy. First, we derive the transition probability formula for a left-handed neut
Externí odkaz:
http://arxiv.org/abs/2312.11741