Browsing Trabajos Académicos-Facultad de Informática by Author "Santana, Roberto"
Now showing items 1-8 of 8
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A Python implementation of the Snakes and Ladders for solving the Hamiltonian cycle problem using a graphical interface
Torralbo Lezana, Manuel (2021-10-08)[EN] Given a graph, the Hamiltonian cycle problem (HCP) consists of finding a cycle in a given graph that passes through every single vertex exactly once, or determining that this cannot be achieved. This problem has several ... -
Algoritmos multi-objetivos para la optimización de una secuencia de matrices generadoras en computación cuántica topológica
Lapuente Valea, Guillermo (2015-10-15)Quantum Computing is a relatively modern field which simulates quantum computation conditions. Moreover, it can be used to estimate which quasiparticles would endure better in a quantum environment. Topological Quantum ... -
Clasificación de estilos pictóricos utilizando redes neuronales convolucionales
López Rodríguez, Andrea (2020-12-04)The main objective of this project was to classify paintings of diverse styles by the artistic style using convolutional neural networks. These types of networks are deep learning models that have been widely used in image ... -
Deep neural networks and data augmentationfor semantic labelling in a dialogue corpus
Sandstrom Daparte, David Alejandro (2020-12-04)El presente proyecto estudia y aplica técnicas de Deep Neural Networks y Data Augmentation para el etiquetado semántico en un corpus de diálogo, todo ello en el ámbito del Sentiment Analysis. El objetivo principal es ... -
Diseño e implementación de una librería de neuro-evolución para deep-learning con Pytorch
Belzunegui Gabilondo, Ignacio (2020-12-04)El objetivo de este trabajo es, a partir de una librería de neuro-evolución en tensorflow ya desarrollada (evoflow), crear una librería similar pero utilizando el formalismo de pytorch. La librería permite la evolución de ... -
Easy-to-use deep learning based super-resolution in microscopy images
Serrano Guerrero, Ainhoa (2021-10-08)[ES]El TFG trata de la investigación de una red neuronal reciente de super-resolución así como su implementación en un notebook fácil de usar dirigido a gente no experta en programación. -
Music composition and interpretation using transformer networks
Naranjo de las Heras, Rubén (2020-12-04)This work presents the development of a deep learning model capable of generating and completing musical compositions automatically through generative algorithms of machine learning from a language modeling approach. ... -
Object detection with one-shot Convolutional Neural Networks for playing the game Cuphead
Indias García, Julen (2023-11-28)Video games and the video game industry have considerably grown in the last years. Taking into consideration the importance of video games and artificial intelligence nowadays, and among all the applications that artificial ...