Sökning: "Gustav Norén"
Visar resultat 1 - 5 av 8 uppsatser innehållade orden Gustav Norén.
1. Implementing a Network Optimized Federated Learning Method From the Ground up
Kandidat-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)Sammanfattning : 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. LÄS MER
2. När hjärtat sviker : Upplevd livskvalitet hos patienter med ett mekaniskt hjälphjärta En litteraturstudie
Kandidat-uppsats, Uppsala universitet/Institutionen för folkhälso- och vårdvetenskapSammanfattning : Background: Approximately two percent of the population in Sweden suffers from heart failure. The next three decades will see a dramatic increase in people at risk of heart failure and with a shortage of available donors, alternatives to transplantation need to be used. LÄS MER
3. Scenarioplanering som verktyg vid externa störningar : En fallstudie inom pulverlackering
Kandidat-uppsats, Linnéuniversitetet/Institutionen för ekonomistyrning och logistik (ELO)Sammanfattning : Abstract Title: Scenario planning as a tool for external disturbances - A case study in the painting industry Authors: Gustav Norén, Mijo Cvitic, Martin Mihalic, Jonatan Gomez Supervisor: Petra Andersson Examiner: Hana Hultén Date: 2022-06-01 Background: In early 2020, the World Health Organization declared SARS-CoV-2 also referred to as Covid-19 as a pandemic. The consequences of the almost three-year-long pandemic have entailed great health risks for humanity but also for the world economy. LÄS MER
4. Noise Robustness of Convolutional Autoencoders and Neural Networks for LPI Radar Classification
Master-uppsats, KTH/Matematisk statistikSammanfattning : 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. LÄS MER
5. Viability of Image Classification with Introduction of Transparent Barriers
Kandidat-uppsats, KTH/Skolan för teknikvetenskap (SCI)Sammanfattning : 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. LÄS MER