Listar por autor "Fernández-Rodríguez, Jose David"
Mostrando ítems 1-20 de 41
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A novel continual learning approach for competitive neural networks
Fernández-Rodríguez, Jose 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, Jose 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, Jose 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 ... -
Automated detection of vehicles with anomalous trajectories in traffic surveillance videos.
Fernández-Rodríguez, Jose David; García-González, Jorge; Benítez-Rochel, Rafaela; Molina-Cabello, Miguel Ángel; Ramos-Jiménez, Gonzalo Pascual; López-Rubio, Ezequiel[et al.] (IOS Press, 2023-05-10)
Video feeds from traffic cameras can be useful for many purposes, the most critical of which are related to monitoring road safety. Vehicle trajectory is a key element in dangerous behavior and traffic accidents. In this ... -
Automating the search of molecular motor templates by evolutionary methods
Fernández-Rodríguez, Jose 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 ... -
Dynamic learning rates for continual unsupervised learning.
Fernández-Rodríguez, Jose David; Palomo-Ferrer, Esteban José; Ortiz-de-Lazcano-Lobato, Juan Miguel; Ramos-Jiménez, Gonzalo Pascual; López-Rubio, Ezequiel (IOS Press, 2023)
The dilemma between stability and plasticity is crucial in machine learning, especially when non-stationary input distributions are considered. This issue can be addressed by continual learning in order to alleviate ... -
Emergent diversity in an open-ended evolving virtual community
Fernández-Rodríguez, Jose 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 Cellular Detection Using Convolutional Neural Networks and Sliding Window Super-Resolution Inference.
García Aguilar, Iván; Rostyslav, Zavoiko; Fernández-Rodríguez, Jose David; Luque-Baena, Rafael Marcos; López-Rubio, Ezequiel (Springer, 2024)
Histopathology currently serves as the standard for breast cancer diagnosis, but its manual execution demands time and expertise from pathologists. Artificial intelligence, particularly in digital pathology, has made ... -
Enhanced Perspective Generation by Consensus of NeX neural models
Pacheco dos Santos Lima Junior, Marcos Sergio; Fernández-Rodríguez, Jose 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 ...