Zobrazeno 1 - 10
of 168
pro vyhledávání: '"Fernandez, Nelson"'
Autor:
Gonzalez, Martin, Fernandez, Nelson, Tran, Thuy, Gherbi, Elies, Hajri, Hatem, Masmoudi, Nader
A potent class of generative models known as Diffusion Probabilistic Models (DPMs) has become prominent. A forward diffusion process adds gradually noise to data, while a model learns to gradually denoise. Sampling from pre-trained DPMs is obtained b
Externí odkaz:
http://arxiv.org/abs/2305.14267
Autor:
Fernandez, Nelson, Bernal, Ricardo
Understanding soccer as a complex system we base on nature and the collective behavior of many organisms that "do calculations," seeking to generate solutions in a bioinspired way. When soccer mysteries appear, complex systems science emerges as a me
Externí odkaz:
http://arxiv.org/abs/2207.08017
Autor:
Portuguéz Ramírez, Lucero I., Vivas-Ruiz, Dan E., Parra Chinchilla, Roberto C., Rivera Fernández, Nelson O.
Publikováno v:
In Spanish Journal of Legal Medicine July-September 2023 49(3):91-100
Autor:
Portuguéz Ramírez, Lucero I., Vivas-Ruiz, Dan E., Parra Chinchilla, Roberto C., Rivera Fernández, Nelson O.
Publikováno v:
In Revista Española de Medicina Legal July-September 2023 49(3):91-100
Autor:
Fernandez, Nelson
Publikováno v:
NeurIPS 2018 Workshop on modeling and decision-making in the spatiotemporal domain, Montreal, Canada
We propose a methodology to extend the concept of Two-Stream Convolutional Networks to perform end-to-end learning for self-driving cars with temporal cues. The system has the ability to learn spatiotemporal features by simultaneously mapping raw ima
Externí odkaz:
http://arxiv.org/abs/1811.05785
Autor:
Khodeir, Mostafa M., Shabana, Hassan A., Alkhamiss, Abdullah S., Rasheed, Zafar, Alsoghair, Mansour, Alsagaby, Suliman A., Khan, Muhammad I., Fernández, Nelson, Al Abdulmonem, Waleed
Publikováno v:
In Journal of Infection and Public Health May 2021 14(5):561-569
Publikováno v:
Entropy, 18(3):72. 2016
We extend previously proposed measures of complexity, emergence, and self-organization to continuous distributions using differential entropy. This allows us to calculate the complexity of phenomena for which distributions are known. We find that a b
Externí odkaz:
http://arxiv.org/abs/1511.00529
Autor:
Fernandez, Nelson
This thesis presents the theoretical, conceptual and methodological aspects that support the modeling of dynamical systems (DS) by using several agents. The modeling approach permits the assessment of properties representing order, change, equilibriu
Externí odkaz:
http://arxiv.org/abs/1606.00799
Akademický článek
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Autor:
Zubillaga, Dario, Cruz, Geovany, Aguilar, Luis Daniel, Zapotecatl, Jorge, Fernandez, Nelson, Aguilar, Jose, Rosenblueth, David A., Gershenson, Carlos
Publikováno v:
Entropy, 16(5):2384-2407. 2014
We apply measures of complexity, emergence and self-organization to an abstract city traffic model for comparing a traditional traffic coordination method with a self-organizing method in two scenarios: cyclic boundaries and non-orientable boundaries
Externí odkaz:
http://arxiv.org/abs/1402.0197