Browsing by Subject "Xarxes neuronals (Informàtica) -- Aplicacions"
Now showing items 1-12 of 12
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A Convolutional Neural Network for the automatic diagnosis of collagen VI-related muscular dystrophies
(2019-12-01)
Article
Open AccessThe development of machine learning systems for the diagnosis of rare diseases is challenging, mainly due to the lack of data to study them. This paper surmounts this obstacle and presents the first Computer-Aided Diagnosis ... -
Aplicación de las redes neuronales en los sistemas de control vectorial de los motores de inducción
(Universitat Politècnica de Catalunya, 2000-09-25)
Doctoral thesis
Open AccessÚltimamente se ha incrementado considerablemente la utilización de la inteligencia artificial en los campos de la electrónica de potencia y de los sistemas de control de la velocidad y del posicionamiento. Estos métodos, ... -
Desarrollo de un sistema gestor de alarmas basado en cardiotocogramas (CTG) para la asistencia al parto
(Universitat Politècnica de Catalunya, 2016-10-21)
Bachelor thesis
Open Access -
Estudi per minimitzar el consum energétic de calderes en edificis universitaris
(Universitat Politècnica de Catalunya, 2017-06)
Bachelor thesis
Restricted access - author's decisionExisteix una problemàtica respecte a la gestió del sistema de calderes en els edificis universitaris de pública concurrència. Es produeix un malbaratament econòmic i conseqüentment emissions a l'atmosfera que es podria ... -
Generative adversarial networks for anonymized healthcare of lung cancer patients
(2021-09-01)
Article
Open AccessThe digital twin in health care is the dynamic digital representation of the patient’s anatomy and physiology through computational models which are continuously updated from clinical data. Furthermore, used in combination ... -
Model detecting learning styles with artificial neural network
(OmniaScience, 2019-02)
Article
Open AccessCurrently the detection of learning styles from the external aspect has not produced optimal results. This research tries to solve the problem by using an internal approach. The internal approach is one that derives from ... -
Modelado mediante métodos cuantitativos del tráfico de Personas de Movilidad Reducida en el aeropuerto de Barcelona-El Prat.
(Universitat Politècnica de Catalunya, 2019-07-15)
Bachelor thesis
Restricted access - confidentiality agreement -
Neural networks for optimal control of aircraft landing systems
(International Association of Engineers (IAENG), 2007)
Conference report
Restricted access - publisher's policyIn this work we present a variational formulation for a multilayer perceptron neural network. With this formulation any learning task for the neural network is defined in terms of finding a function that is an extremal ... -
Study of a machine learning based methodology applied to fault detection and identification in an electromechanical system
(Universitat Politècnica de Catalunya, 2020-06)
Bachelor thesis
Open AccessThis work addresses the application of two di erent methods in order to detect faults in bearings operating within an electromechanical system, based on the measurement of vibrations and stator currents. The electromechanical ... -
The role of connectivity and noise in the emergence of spontaneous activity in cultured neuronal networks
(2012-10)
Article
Open AccessCultured neurons in vitro quickly connect to one another to establish a spontaneously active network within a week. The resulting neuronal network is char- acterized by a combination of excitatory ... -
Video object linguistic grounding
(Association for Computing Machinery (ACM), 2019)
Conference lecture
Restricted access - publisher's policyThe goal of this work is segmenting on a video sequence the objects which are mentioned in a linguistic description of the scene. We have adapted an existing deep neural network that achieves state of the art performance ... -
Word prediction for a real-time reader device for blind people
(Universitat Politècnica de Catalunya, 2008-09-15)
Master thesis
Open AccessThe aim of this project, taking the software developed in a previous work as the starting point, is to increase the recognition reliability and robustness. The main goal of the future global system is the ability to be the ...
