Essays about: "Gustav Norén"

Found 5 essays containing the words Gustav Norén.

  1. 1. Implementing a Network Optimized Federated Learning Method From the Ground up

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

    Author : Gustav Källander; Henning Norén; [2023]
    Keywords : ;

    Abstract : This bachelor thesis presents the implementation ofa simple fully connected neural network (FCNN) and federatedneural network with stochastic quantization from scratch andcompares their performance. Federated learning enables multipleparties to contribute to a machine learning model withoutsharing their sensitive data. READ MORE

  3. 2. Noise Robustness of Convolutional Autoencoders and Neural Networks for LPI Radar Classification

    University essay from KTH/Matematisk statistik

    Author : Gustav Norén; [2020]
    Keywords : LPI radar; CNN; autoencoder; noise robustness; denoising; LPI radar; CNN; autoencoder; brustålighet; avbrusning;

    Abstract : This study evaluates noise robustness of convolutional autoencoders and neural networks for classification of Low Probability of Intercept (LPI) radar modulation type. Specifically, a number of different neural network architectures are tested in four different synthetic noise environments. READ MORE

  4. 3. Viability of Image Classification with Introduction of Transparent Barriers

    University essay from KTH/Skolan för teknikvetenskap (SCI)

    Author : Gustav Norén; Emanuel Ravemyr; [2018]
    Keywords : ;

    Abstract : I denna uppsats undersöks bildklassifikation på bilder med barriärer med maskininlärningsmetoder. I verkliga situationer kan det finnas någon form av barriär i vägen för det föremål en kan tänkas vilja klassificera. READ MORE

  5. 4. Graphical elements that can invoke trust in online web shops

    University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

    Author : Gustav Bergman; Felix Norén; [2017]
    Keywords : Graphical interface; first impression; online shops; trust;

    Abstract : Online stores are becoming a natural part of our daily life, and more and more services and products are purchased through an online store. As e-commerce is growing, so is computer fraud, and trustworthiness is now an important topic in e-commerce. READ MORE

  6. 5. Cross-platform Development for Wearable Devices

    University essay from Linköpings universitet/Programvara och system; Linköpings universitet/Tekniska fakulteten

    Author : Gustav Beck-Norén; [2015]
    Keywords : Smartwatch; smart watch; Apple Watch; watchOS; WatchKit; Android Wear; cross-platform; wearables; wearable devices;

    Abstract : The market for wearable devices is continuously growing and has seen an in- crease in interest and demand this past year, specifically smartwatch devices. With several big players entering and trying to take place in the market the number of devices and platforms grow. READ MORE