Zobrazeno 1 - 10
of 3 424
pro vyhledávání: '"Kumar, Atul"'
The widespread use of Deep Neural Networks (DNNs) has recently resulted in their application to challenging scientific visualization tasks. While advanced DNNs demonstrate impressive generalization abilities, understanding factors like prediction qua
Externí odkaz:
http://arxiv.org/abs/2407.16119
In the present study, we use cross-domain classification using quantum machine learning for quantum advantages to readdress the entanglement versus separability paradigm. The inherent structure of quantum states and its relation to a particular class
Externí odkaz:
http://arxiv.org/abs/2407.00774
Autor:
Zhang, Qiaohan, Bizon, Ivo, Kumar, Atul, Martinez, Ana Belen, Chafii, Marwa, Fettweis, Gerhard
Long Range (LoRa) has become a key enabler technology for low power wide area networks. However, due to its ALOHA-based medium access scheme, LoRa has to cope with collisions that limit the capacity and network scalability. Collisions between randoml
Externí odkaz:
https://tud.qucosa.de/id/qucosa%3A89419
https://tud.qucosa.de/api/qucosa%3A89419/attachment/ATT-0/
https://tud.qucosa.de/api/qucosa%3A89419/attachment/ATT-0/
This article comprehensively explores matrices and their prerequisites for achieving positive semidefiniteness. The study delves into a series of theorems concerning pure quantum states in the context of weighted graphs. The main objective of this st
Externí odkaz:
http://arxiv.org/abs/2405.10245
We investigate the domain of correlated non-Markovian channels, exploring the potential memory arising from the correlated action of channels and the inherent memory due to non-Markovian dynamics. The impact of channel correlations is studied using d
Externí odkaz:
http://arxiv.org/abs/2401.05499
This article delves into an analysis of the intrinsic entanglement and separability feature in quantum states as depicted by graph Laplacian. We show that the presence or absence of edges in the graph plays a pivotal role in defining the entanglement
Externí odkaz:
http://arxiv.org/abs/2401.02289
A classical decision tree is completely based on splitting measures, which utilize the occurrence of random events in correspondence to its class labels in order to optimally segregate datasets. However, the splitting measures are based on greedy str
Externí odkaz:
http://arxiv.org/abs/2310.18243
Autor:
Mohajer, Mohammadreza Bakhshizadeh, Moaveninejad, Sadaf, Kumar, Atul, Elgenedy, Mahmoud, Al-Dhahir, Naofal, Barletta, Luca, Magarini, Maurizio
Narrowband power line communication (NB-PLC) systems are an attractive solution for supporting current and future smart grids. A technology proposed to enhance data rate in NB-PLC is multiple-input multiple-output (MIMO) transmission over multiple po
Externí odkaz:
http://arxiv.org/abs/2308.14645
In this manuscript, we analyze universal quantum teleportation in the presence of memory or memory-less dynamics with applications of partial collapse measurement operators. Our results show that the combined effects of memory or non-Markovianity and
Externí odkaz:
http://arxiv.org/abs/2307.09231