Areas of expertise
TMS, EEG, Machine learning, Real-time signal processing, Closed-loop EEG-TMS, 217 Medical engineering
Publications
Pipeline for Automatic Brain Stimulation with Real-Time Machine-Learning-Based Decoding of EEG Responses
Matilda Makkonen, Olli-Pekka Kahilakoski, Kyösti Alkio, Ivan Zubarev, Risto J. Ilmoniemi, Tuomas P. Mutanen, Pantelis Lioumis
2024
Source-based artifact-rejection techniques for TMS–EEG
Tuomas P. Mutanen, Johanna Metsomaa, Matilda Makkonen, Giuseppe Varone, Laura Marzetti, Risto J. Ilmoniemi
2022
Journal of Neuroscience Methods
Real-Time Artifact Detection and Removal for Closed-Loop EEG-TMS
Matilda Makkonen, Tuomas Mutanen, Johanna Metsomaa, Christoph Zrenner, Victor Souza, Risto Ilmoniemi
2021
International Journal of Bioelectromagnetism