Listar por autor "Fernández Rodríguez, Jose David"
Mostrando ítems 1-20 de 33
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A novel continual learning approach for competitive neural networks
Fernández Rodríguez, José David; Maza Quiroga, Rosa María; Palomo-Ferrer, Esteban José
; Ortiz-de-Lazcano-Lobato, Juan Miguel; López-Rubio, Ezequiel (2022)
Continual learning tries to address the stability-plasticity dilemma to avoid catastrophic forgetting when dealing with non-stationary distributions. Prior works focused on supervised or reinforcement learning, but few ... -
Accelerating 3D printing for surface wettability research
(2016-11-02)The wettability of a surface is affected by its physical and chemical properties, but it can be modulated by patterning it. Researchers use many different techniques for surface patterning, each one with different trade-offs ... -
Agente Buscaminas
(2013-12-11)Agente software de inteligecia artificial para la resolución de partidas de buscaminas. -
AI Methods in Algorithmic Composition: A Comprehensive Survey
Fernández Rodríguez, José David; Vico-Vela, Francisco José (AI Access Foundation, 2013)
Algorithmic composition is the partial or total automation of the process of music composition by using computers. Since the 1950s, different computational techniques related to Artificial Intelligence have been used for ... -
Anomalous trajectory detection for automated traffic video surveillance
Fernández Rodríguez, José David; García-González, Jorge; Benítez-Rochel, Rafaela; Molina-Cabello, Miguel Ángel; López-Rubio, Ezequiel; García-González, Jorge[et al.] (2022)
Vehicle trajectories extracted from traffic video sequences can be helpful for many purposes. In particular, the analysis of detected anomalous trajectories may enhance drivers’ safety. This work proposes a methodology to ... -
Automating the search of molecular motor templates by evolutionary methods
Fernández Rodríguez, José David; Vico-Vela, Francisco José (Elsevier, 2011)
Biological molecular motors are nanoscale devices capable of transforming chemical energy into mechanical work, which are being researched in many scientific disciplines. From a computational point of view, the characteristics ... -
Behavior finding: Morphogenetic Designs Shaped by Function
Evolution has shaped an incredible diversity of multicellular living organisms, whose complex forms are self-made through a robust developmental process. This fundamental combination of biological evolution and development ... -
Caso de uso: Empleo de tecnologías J2EE para el desarrollo de una plataforma para la gestión tecnológica
(2004)En esta presentación se pretende explicar la experiencia que ha supuesto el desarrollo de una plataforma para la gestión de ofertas y demandas tecnológicas, desarrollada para dos organismos dependientes de la Consejería ... -
Ciencia, tecnología y biomimética: la innovación está ahí fuera
(2013-12-10)Ponencia oral sobre las aplicaciones de la Biomimética en la innovación industrial. El vídeo de la charla está disponible en http://www.youtube.com/watch?v=gw1_rfSnwag -
Complex and Diverse Morphologies Can Develop from a Minimal Genomic Model
While development plays a critical role in the emergence of diversity, its mechanical and chemical actions are considered to be inextricably correlated with genetic control. Since in most extant species the complex ... -
Emergent diversity in an open-ended evolving virtual community
Fernández Rodríguez, José David; Lobo Fernández, Daniel; Martín Reyes, Gema María; Doursat, René; Vico-Vela, Francisco José (MIT Press, 2012)
Understanding the dynamics of biodiversity has become an important line of research in theoretical ecology and, in particular, conservation biology. However, studying the evolution of ecological communities under ... -
Enhanced Perspective Generation by Consensus of NeX neural models
Pacheco dos Santos Lima Junior, Marcos Sergio; Fernández Rodríguez, José David; Ortiz-de-Lazcano-Lobato, Juan Miguel; López-Rubio, Ezequiel; Domínguez-Merino, Enrique (2022-07)
Neural rendering is a relatively new field of research that aims to produce high quality perspectives of a 3D scene from a reduced set of sample images. This is done with the help of deep artificial neural networks that ... -
Estudio de la calidad en las detecciones de la red YOLOv5 con transformación de imágenes
(2022-12)Este trabajo de fin de grado tiene como objetivo el estudio del rendimiento del modelo de detección de objetos en imágenes y videos, YOLOv5, al utilizar imágenes con transformaciones. Para ello se empleará la métrica mAP ... -
Estudio de un modelo de desarrollo embriológico
(2013-12-04)Este proyecto desarrolla un modelo de vida artificial que sirve como marco para avanzar en la comprensión del desarrollo embriológico, es decir, la forma en que un ser multicelular se desarrolla desde el cigoto. En ... -
Experiencias en implementación de lenguajes funcionales: la máquina STG
(2013-12-05)Descripción de un back-end para compilación de lenguajes funcionales. -
Implementación Y Estudio De Un Modelo Daisyworld Con Autómatas Celulares
(2013-12-03)En este trabajo se ha llevado a cabo el estudio de un modelo Daisyworld basado en un autómata celular bidimensional: el modelo de von Bloh el cual se ha implementado en código MATLAB. Se ha analizado cómo se comporta el ... -
Just-In-Time eTraining Applied To Emergency Medical Services
Vico-Vela, Francisco José; Sánchez Canteli, Vicente; Lobo Fernández, Daniel; Fernández Rodríguez, José David; Bandera, César; Rivas, Ramón; Rosen, M.; Schlegel, M.[et al.] (2013-12-03)
While the applications of just-in-time training are more and more spread, the ubiquitous mobile technology has not found practical uses of this training strategy. As an original example of services for healthcare, we ... -
LTMaker: a tool for semiautomatic reconstruction of the embryonic lineage tree from 4D-microscopy
Vico-Vela, Francisco José; Lobo Fernández, Daniel; Gómez, Antonio; Burrezo García, Salvador; Fernández Rodríguez, José David; Duloquin, L.; Maury, B.; Peyrieras, Nadine[et al.] (2013-12-03)
Studies of animal development using a 4Dmicroscopy system generate an immense amount of image data. In order to properly analyze the recorded embryogenesis, a computer-aided systematic process of categorization of ... -
Melomics: A Case-Study of AI in Spain
Sánchez-Quintana, Carlos Alberto; Moreno-Arcas, Francisco; Albarracín Molina, David Daniel; Fernández Rodríguez, José David; Vico-Vela, Francisco José (Association for the Advancement of Artificial Intelligence, 2013-10)
Traditionally focused on good old-fashioned AI and robotics, the Spanish AI community holds a vigorous computational intelligence substrate. Neuromorphic, evolutionary, or fuzzylike systems have been developed by ...