Now showing items 1-10 of 10

  • Adapting the smart python agent development environment for parallel computing 

    Gnatyshak, Dmitry (Universitat Politècnica de Catalunya, 2019-04-15)
    Master thesis
    Open Access
    Covenantee:  Universitat Rovira i Virgili / Universitat de Barcelona
  • A study of neural behavioral differences among CNN architectures 

    Gimenez Abalos, Victor (Universitat Politècnica de Catalunya, 2019-06)
    Bachelor thesis
    Open Access
    La extracción de activaciones neuronales de una red neuronal convolucional permite reutilizar representaciones internas de un modelo pre-entrenado para resolver problemas nuevos, incluso no relacionados con el problema ...
  • Computing methods for parallel processing and analysis on complex networks 

    Vázquez Benítez, Luis Andrés (Universitat Politècnica de Catalunya, 2015-05-05)
    Master thesis
    Open Access
    Nowadays to solve some problems is required to model complex systems to simulate and understand its behavior. A good example of one of those complex systems is the Facebook Social Network, this system represents people ...
  • Evaluating the Robustness of GAN-Based Inverse Reinforcement Learning Algorithms 

    Heidecke, Johannes (Universitat Politècnica de Catalunya, 2019-01-15)
    Master thesis
    Open Access
    Covenantee:  Universitat de Barcelona / Universitat Rovira i Virgili
    We evaluate the robustness of reward functions learned with IRL, when transferred to similar tasks. We exceed state of the art results for one benchmark task and solve another one for the first time. Modifications are ...
  • Glyph 

    Berns, Sebastian (Universitat Politècnica de Catalunya, 2018-10)
    Master thesis
    Open Access
    Covenantee:  Universitat de Barcelona. Facultat de Matemàtiques i Informàtica / Universitat Rovira i Virgili. Escola Tècnica Superior d'Enginyeria
    In this work, I propose a typographic style transfer methodology, based on a custom trained convolutional neural network, with the intention to generate the unobserved characters of a digital typeface in the corresponding ...
  • Implementació d'un sistema portable multimodal basat en Deep Learning 

    Abella Gassol, Adrià (Universitat Politècnica de Catalunya, 2016)
    Bachelor thesis
    Open Access
  • SPiDer: Smart Pill Dispenser 

    Moreno Vázquez, Jonatan (Universitat Politècnica de Catalunya, 2013-04-29)
    Master thesis (pre-Bologna period)
    Open Access
    Aquest projecte proposa el sistema SPiDer el qual te l'objectiu d'assistir a la gent gran en el procés de medicar-se evitant els problemes associats amb la baixa adherència existent actualment amb els calendaris farmacològics ...
  • Studying the characterization of deep CNN neurons 

    Garriga Estradé, Carles (Universitat Politècnica de Catalunya, 2019-07-02)
    Master thesis
    Open Access
    This master thesis has studied the characteristics of deep conventional neurons present in a Deep CNN. Three approaches towards finding different behaviours in the architecture have been introduced: a first supervised to ...
  • Using unaltered, variable sized and high-resolution images for training fully-convolutional networks 

    Fourkioti, Olga (Universitat Politècnica de Catalunya, 2019-06)
    Master thesis
    Open Access
    Motivated by the usefulness of high resolution images in a broad range of applications, such as medical imaging, astronomy and video surveillance, in this thesis we investigate training a convolutions neural network with ...
  • Wordnet y Deep Learning: Una posible unión 

    Pérez Arnal, Raquel Leandra (Universitat Politècnica de Catalunya, 2018-01)
    Bachelor thesis
    Open Access
    Uno de los campos de estudio en alza del momento es el de Machine Learning, una rama de la inteligencia artificial que da a ciertos programas la habilidad de aprender autónoma-mente a partir de datos. Al no programar de ...