Zobrazeno 1 - 10
of 3 656
pro vyhledávání: '"Silva, Gabriel"'
Autor:
da Silva, Gabriel C. M., Monteiro, Victor F., Sousa, Diego A., Moreira, Darlan C., Maciel, Tarcisio F., Lima, Fco. Rafael M., Makki, Behrooz
As the number of user equipments increases in fifth generation (5G) and beyond, it is desired to densify the cellular network with auxiliary nodes assisting the base stations. Examples of these nodes are integrated access and backhaul (IAB) nodes, ne
Externí odkaz:
http://arxiv.org/abs/2410.02415
Autor:
da Silva, Davide Clode, Bernardes, Marina Musse, Ceretta, Nathalia Giacomini, de Souza, Gabriel Vaz, Silva, Gabriel Fonseca, Bordini, Rafael Heitor, Musse, Soraia Raupp
Machine learning has significantly advanced healthcare by aiding in disease prevention and treatment identification. However, accessing patient data can be challenging due to privacy concerns and strict regulations. Generating synthetic, realistic da
Externí odkaz:
http://arxiv.org/abs/2409.04424
Emergence, where complex behaviors develop from the interactions of simpler components within a network, plays a crucial role in enhancing neural network capabilities. We introduce a quantitative framework to measure emergence during the training pro
Externí odkaz:
http://arxiv.org/abs/2409.01568
Publikováno v:
Graphical Models, Volume 131, 2024, ISSN 1524-0703
Crowd simulation is a research area widely used in diverse fields, including gaming and security, assessing virtual agent movements through metrics like time to reach their goals, speed, trajectories, and densities. This is relevant for security appl
Externí odkaz:
http://arxiv.org/abs/2408.15762
We introduce a novel yet straightforward neural network initialization scheme that modifies conventional methods like Xavier and Kaiming initialization. Inspired by the concept of emergence and leveraging the emergence measures proposed by Li (2023),
Externí odkaz:
http://arxiv.org/abs/2407.19044
Autor:
da Silva, Gabriel C. M., Sousa, Diego A., Monteiro, Victor F., Moreira, Darlan C., Maciel, Tarcisio F., Lima, Fco. Rafael M., Makki, Behrooz
To address the need of coverage enhancement in the fifth generation (5G) of wireless cellular telecommunications, while taking into account possible bottlenecks related to deploying fiber based backhaul (e.g., required cost and time), the 3rd generat
Externí odkaz:
http://arxiv.org/abs/2407.02669
Autor:
Moraes, William, Deniz, Juan, Moraes, Pablo, Peters, Christopher, Sandin, Vincent, da Silva, Gabriel, Nunez, Franco, Retamar, Maximo, Saravia, Victoria, Sodre, Hiago, Barcelona, Sebastian, Scirgalea, Anthony, Guterres, Bruna, Kelbouscas, Andre, Grando, Ricardo
This paper proposes a mini autonomous car to be used by the team UruBots for the 2024 FIRA Autonomous Cars Race Challenge. The vehicle is proposed focusing on a low cost and light weight setup. Powered by a Raspberry PI4 and with a total weight of 1.
Externí odkaz:
http://arxiv.org/abs/2406.08741
The intrinsic dynamics of most proteins are central to their function. Protein tyrosine kinases such as Abl1 undergo significant conformational changes that modulate their activity in response to different stimuli. These conformational changes consti
Externí odkaz:
http://arxiv.org/abs/2405.14968
Fault Trees represent an essential tool in the reliability and risk assessment of engineering systems. By decomposing the structure of the system into Boolean function, Fault Trees allow the quantitative and qualitative analysis of the system. One of
Externí odkaz:
http://arxiv.org/abs/2404.05853
Autor:
Silva, Gabriel A.
The exploration of new problem classes for quantum computation is an active area of research. An essentially completely unexplored topic is the use of quantum algorithms and computing to explore and ask questions \textit{about} the functional dynamic
Externí odkaz:
http://arxiv.org/abs/2403.18963