Essays about: "high performance networks"

Showing result 1 - 5 of 320 essays containing the words high performance networks.

  1. 1. Depth Estimation from Images using Dense Camera-Lidar Correspondences and Deep Learning

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Ajinkya Khoche; [2020]
    Keywords : ;

    Abstract : Depth estimation from 2D images is a fundamental problem in Computer Vision, and is increasingly becoming an important topic for Autonomous Driving. A lot of research is driven by innovations in Convolutional Neural Networks, which efficiently encode low as well as high level image features and are able to fuse them to find accurate pixel correspondences and learn the scale of the objects. READ MORE

  2. 2. Deep Autoencoders for Compression in High Energy Physics

    University essay from Lunds universitet/Partikelfysik; Lunds universitet/Fysiska institutionen

    Author : Eric Wulff; [2020]
    Keywords : ATLAS; hadron jet; machine learning; autoencoder; dimensionality reduction; artificial intelligence; high energy physics; data compression; Physics and Astronomy;

    Abstract : Current technological limitations make it impossible to store the enormous amount of data produced from proton-proton collisions by the ATLAS detector at CERN's Large Hadron Collider. Therefore, specialised hardware and software is being used to decide what data, or which proton-proton \textit{collision events}, to save and which to discard. READ MORE

  3. 3. A Concept for an Intrusion Detection System over Automotive Ethernet

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Hanna Lindwall; Pontus Ovhagen; [2020]
    Keywords : Intrusion Detection System; Deep Packet Inspection; Specification-based Detection; Anomaly-based Detection; V2G; Automotive Ethernet.; Technology and Engineering;

    Abstract : A modern automotive vehicle is a complex technical system, containing many electronic, mechanical, and software parts. Typically, a high-end vehicle contains 70 or more electronic control units (ECUs) on average. READ MORE

  4. 4. Comparing Julia and Python : An investigation of the performance on image processing with deep neural networks and classification

    University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknik

    Author : Viktor Axillus; [2020]
    Keywords : julia; python; performance; comparison; machine learning; image processing; GPU; GPU-acceleration; neural networks; autoencoder; classification; knn; k-nearest neighbor;

    Abstract : Python is the most popular language when it comes to prototyping and developing machine learning algorithms. Python is an interpreted language that causes it to have a significant performance loss compared to compiled languages. READ MORE

  5. 5. Nonlinear Approximative Explicit Model Predictive Control Through Neural Networks : Characterizing Architectures and Training Behavior

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Tobias Bolin; [2019]
    Keywords : ;

    Abstract : Model predictive control (MPC) is a paradigm within automatic control notable for its ability to handle constraints. This ability come at the cost of high computational demand, which until recently has limited use of MPC to slow systems. READ MORE