Essays about: "high performance networks"

Showing result 1 - 5 of 341 essays containing the words high performance networks.

  1. 1. Performance Analysis of the Preemption Mechanism in TSN

    University essay from Mälardalens högskola/Inbyggda system

    Author : Lejla Murselović; [2020]
    Keywords : Real-time networks; Ethernet-based networks; TSN; Time-Sensitive Networks; preemption mechanism;

    Abstract : Ethernet-based real-time network communication technologies are nowadays a promising communication technology for industrial applications. It offers high bandwidth, scalability and performance compared to the existing real-time networks. READ MORE

  3. 2. Topological recursive fitting trees : A framework for interpretable regression extending decision trees

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

    Author : Alexandre Tadros; [2020]
    Keywords : ;

    Abstract : Many real-world machine learning applications need interpretation of an algorithm output. The simplicity of some of the most fundamental machine learning algorithms for regression, such as linear regression or decision trees, facilitates interpretation. However, they fall short when facing complex (e.g. READ MORE

  4. 3. Deep Learning for Anomaly Detection in Microwave Links : Challenges and Impact on Weather Classification

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

    Author : Olof Engström; [2020]
    Keywords : Anomaly Detection; Time Series; Forecasting; Weather Classification; Microwave Link; CNN; LSTM; Avvikelsedetektering; Tidsserier; Prognostisering; Väderklassificering; Mikrovågslänkar; faltningsnätverk; CNN; LSTM;

    Abstract : Artificial intelligence is receiving a great deal of attention in various fields of science and engineering due to its promising applications. In today’s society, weather classification models with high accuracy are of utmost importance. READ MORE

  5. 4. Generating synthetic brain MR images using a hybrid combination of Noise-to-Image and Image-to-Image GANs

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Lennart Schilling; [2020]
    Keywords : Generative Adversarial Network; GAN;

    Abstract : Generative Adversarial Networks (GANs) have attracted much attention because of their ability to learn high-dimensional, realistic data distributions. In the field of medical imaging, they can be used to augment the often small image sets available. READ MORE

  6. 5. Hyperparameters impact in a convolutional neural network

    University essay from Högskolan i Skövde/Institutionen för informationsteknologi; Högskolan i Skövde/Institutionen för informationsteknologi; Högskolan i Skövde/Institutionen för informationsteknologi

    Author : Andreas Bylund; Anton Erikssen; Drazen Mazalica; [2020]
    Keywords : Machine learning; Convolutional neural network; Traffic signs preprocessed; Hyperparameters; Supervised learning; Keras;

    Abstract : Machine learning and image recognition is a big and growing subject in today's society. Therefore the aim of this thesis is to compare convolutional neural networks with different hyperparameter settings and see how the hyperparameters affect the networks test accuracy in identifying images of traffic signs. READ MORE