Now showing items 1-9 of 9

    • A hardware accelerator for ORB-SLAM 

      Taranco, Raúl (Universitat Politècnica de Catalunya, 2019-10-17)
      Master thesis
      Open Access
      Simultaneous Localization And Mapping (SLAM) is a key component of self-driving cars. We study ORB-SLAM, a SLAM state-of-the-art solution, and develop a hardware accelerator for a critical part of it: ORB feature extraction. ...
    • An enegy-efficient FPGA accelerator for convolutional neural networks 

      Delgado Ventosa, Berta (Universitat Politècnica de Catalunya, 2018-10-25)
      Master thesis
      Open Access
      This project focuses on a state-of-the-art DNN specifically build for image clas sification. We develop a new architecture design that will run on an experimental Intel accelerator platform called HARP. We obtain low-power ...
    • Characterization of Speech Recognition Systems on GPU Architectures 

      Segura Salvador, Albert (Universitat Politècnica de Catalunya, 2016-07-04)
      Master thesis
      Open Access
      This master thesis characterizes the performance and energy bottlenecks of speech recognition systems when running on modern GPU, with the aim of providing useful information for designing future GPU architectures, as well ...
    • Energy Efficient Accelerator for Self Driving Cars 

      Syeda, Azmath (Universitat Politècnica de Catalunya, 2018-10-15)
      Master thesis
      Restricted access - confidentiality agreement
    • Energy-efficient architectures for recurrent neural networks 

      Silfa, Franyell (Universitat Politècnica de Catalunya, 2021-01-25)
      Doctoral thesis
      Open Access
      Deep Learning algorithms have been remarkably successful in applications such as Automatic Speech Recognition and Machine Translation. Thus, these kinds of applications are ubiquitous in our lives and are found in a plethora ...
    • High-performance and energy-efficient irregular graph processing on GPU architectures 

      Segura Salvador, Albert (Universitat Politècnica de Catalunya, 2021-02-18)
      Doctoral thesis
      Open Access
      Graph processing is an established and prominent domain that is the foundation of new emerging applications in areas such as Data Analytics and Machine Learning, empowering applications such as road navigation, social ...
    • Implementación de una red neuronal en una FPGA 

      Ramal Barrios, David (Universitat Politècnica de Catalunya, 2017)
      Bachelor thesis
      Restricted access - confidentiality agreement
    • Low-power accelerators for cognitive computing 

      Riera Villanueva, Marc (Universitat Politècnica de Catalunya, 2020-10-09)
      Doctoral thesis
      Open Access
      Deep Neural Networks (DNNs) have achieved tremendous success for cognitive applications, and are especially efficient in classification and decision making problems such as speech recognition or machine translation. Mobile ...
    • Ultra low-power, high-performance accelerator for speech recognition 

      Yazdani Aminabadi, Reza (Universitat Politècnica de Catalunya, 2019-07-25)
      Doctoral thesis
      Open Access
      Automatic Speech Recognition (ASR) is undoubtedly one of the most important and interesting applications in the cutting-edge era of Deep-learning deployment, especially in the mobile segment. Fast and accurate ASR comes ...