Supervision
Co-supervision
MSc Theses
M.Sc.: 12
[2026-2027] Daniel Alejandro Sánchez Castro, M.Sc., INAOE, Puebla, Mexico. Title:** ** DL-based Sleep staging.
[2024–2025] Daniel Nicolai Grønn, M.Sc., NTNU, Trondheim, Norway. ** 11250/5320855 Title: ** A Modular Brain-Computer Interface Framework for Autonomous Swarm Drone Navigation.
[2023–2024] André Torvestad & Mithila Packiyanathan, M.Sc., NTNU, Trondheim, Norway. ** 11250/3157099 Title: ** Towards a Dream Decoder: Classification and Analysis of Dreamful Experiences During Sleep Using Electroencephalography Signals.
[2022–2023] Karoline Seljevoll Herleiksplass, M.Sc., NTNU, Trondheim, Norway. ** 11250/3093926 Title: ** Enhancing Sleep-Wake Detection Using Deep Learning and Optimal Channel Selection from High-Density EEG.
[2022–2023] Mari Hestetun Dokken & Sandra Garder Løkken, M.Sc., NTNU, Trondheim, Norway. ** 11250/3096563 Title: ** Automated Detection and Removal of EEG Artifacts for an RGB Stimulation-Based Brain-Computer Interface.
[2022–2023] Pauline Mørch Jonassen & Helene Tørlen Lønvik, M.Sc., NTNU, Trondheim, Norway. ** 11250/3095054 Title: ** An Exploration of Techniques for Electroencephalography-Based Motor Imagery Classification for Real-Time Drone Control.
[2022–2023] Karoline Malene Nylænder & Victoria Taklo Kenworthy, M.Sc., NTNU, Trondheim, Norway. ** 11250/3097361 Title: ** Motor Imagery-based Brain-Computer Interfaces: Exploring Optimization and Transfer Learning Techniques for Multiclass Classification.
[2021] Nikolai Molvik, M.Sc., NTNU, Trondheim, Norway. ** 11250/2998736 Title: ** Data augmentation using GANs in EEG-based biometric systems.
[2020–2021] Kjersti Brynestad & Erlend Vatsvåg, M.Sc., NTNU, Trondheim, Norway. ** 11250/2823501 Title: ** An Asynchronous Motor Imagery-based Brain-Computer Interface for Two-dimensional Drone Control.
[2019–2020] Shobiha K. Premkumar, M.Sc., NTNU, Trondheim, Norway. ** 11250/2780863 Title: ** Subject Identification using EEG Signals and Supervised Learning.
[2019–2020] Julie Haga, M.Sc., NTNU, Trondheim, Norway. ** 11250/2780871 Title: ** Biometric system using EEG signals from resting-state and one-class classifiers.
[2018–2019] Sara Hegdahl Åsly, M.Sc., NTNU, Trondheim, Norway. ** 11250/2625674 Title: ** Supervised learning for classification of EEG signals evoked by visual exposure to RGB colors.
Reports | Specialization Projects
MSc: 3
[2025] Arvin Das, M.Sc. specialization project, NTNU, Trondheim, Norway. Report:** ** Exploring Motor Imagery as a Brain-Computer Interface for aerial drones
[2022] Vebjørn Halvorsen, M.Sc., UiT, Tromsø Norway. Report:** ** Towards Imputing the Norwegian Registry for Spine Surgery
[2021] Tobias Treider Moe, M.Sc. specialization project, NTNU, Trondheim, Norway. Report:** ** Designing an EEG based communication system for patients with Locked-in Syndrome
Internships
MSc: 3
[2019] Mouad Moussabbih. M.Sc., ISIMA Clermont-Ferrand, France. 2-month internship at NTNU Trondheim, Norway.
[2019] El Mehdi Dakdak. M.Sc., ENSEEIHT, France. 7-week internship at NTNU Trondheim, Norway.
[2018] Thomas Chamelot. M.Sc., ENSEEIHT, France. 2-month internship at NTNU Trondheim, Norway. Report:** ** Flying a drone using EEG-based brain signals.