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Marijn van Vliet

Marijn van Vliet

Academy Research Fellow
Academy Research Fellow
T314 Dept. Neuroscience and Biomedical Engineering
Academy Research Fellow
Department of Neuroscience and Biomedical Engineering

I鈥檓 a neuroscientist, studying the human brain. Through advanced data analysis of brain imaging data (EEG, MEG, fMRI) I try to understand how our brain performs complex cognitive tasks. Currently, my research focuses on language comprehension: 鈥渉ow does our brain recognize speech, words and pictures in an instant?鈥

Most of the time, I'm working on problems in the form of "extract evidence of process X happening in the brain from signal Y". Preferably, "process X" is something concrete that we are pretty sure must be happening and "signal Y" is data collected during a well thought-out experiment designed to elicit the process. My analysis methods currently include many types of linear models (multivariate regression, SVMs, , etc.), representational similarity analysis (RSA) and .

As a proponent of open science, I always strive to , as well as contribute to various larger open source efforts, such as .

Research Group: 

List of publications and other research outputs: 

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Full researcher profile

Areas of expertise

EEG, MEG, Computational neuroscience, Brain Research Unit, 3112 Neurosciences, Systemic and cognitive neuroscience

Publications

Marijn van Vliet, Oona Rinkinen, Takao Shimizu, Anni-Mari Niskanen, Barry Devereux, Riitta Salmelin 2025 eLife

Jiaxin You, Aino Saranp盲盲, Tiina Lindh-Knuutila, Marijn van Vliet, Riitta Salmelin 2025 Human Brain Mapping

Sasa L. Kivisaari, Annika Hult茅n, Marijn van Vliet, Tiina Lindh-Knuutila, Riitta Salmelin 2024 Behavior Research Methods

Gayane Ghazaryan, Marijn van Vliet, Lotta Lammi, Tiina Lindh-Knuutila, Sasa Kivisaari, Annika Hult茅n, Riitta Salmelin 2023 Communications Biology

Gayane Ghazaryan, Marijn van Vliet, Aino Saranp盲盲, Lotta Lammi, Tiina Lindh-Knuutila, Annika Hult茅n, Sasa Kivisaari, Riitta Salmelin 2023 Language, Cognition and Neuroscience

Guiomar Niso, Laurens Krol, Etienne Combrisson, Anne-Sophie Dubarry, Madison Elliott, Cl茅ment Fran莽ois, Yseult H茅jja-Brichard, Sophie Herbst, Karim Jerbi, Vanja Kovic, Katia Lehongre, Steven Luck, Manuel Mercier, John C. Mosher, Yuri Pavlov, Aina Puce, Antonio Schettino, Daniele Sch枚n, Walter Sinnott-Armstrong, Bertille Somon, An膽ela 艩o拧ki膰, Suzy Styles, Roni Tibon, Martina Vilas, Marijn van Vliet, Maximilien Chaumon 2022 NeuroImage

Annika Hulten, Marijn van Vliet, Sasa Kivisaari, Lotta Lammi, Tiina Lindh-Knuutila, Ali Faisal, Riitta Salmelin 2021 Human Brain Mapping

Marijn van Vliet 2020

Marijn van Vliet 2020 PLoS computational biology

Stefan Appelhoff, Matthew Sanderson, Teon L. Brooks, Marijn van Vliet, Romain Quentin, Chris Holdgraf, Maximilien Chaumon, Ezequiel Mikulan, Kambiz Tavabi, Richard H枚chenberger, Dominik Welke, Clemens Brunner, Alexander P. Rockhill, Eric Larson, Mainak Jas, Alexandre Gramfort 2019 Journal of Open Source Software

Sasa L. Kivisaari, Marijn van Vliet, Annika Hult茅n, Tiina Lindh-Knuutila, Ali Faisal, Riitta Salmelin 2019 Nature Communications

Marijn van Vliet, Riitta Salmelin 2019 NeuroImage

Marijn van Vliet 2019

Marijn van Vliet, Mia Liljestr枚m, Susanna Aro, Riitta Salmelin, Jan Kujala 2018 Frontiers in Neuroscience

Marijn van Vliet 2018

Marijn van Vliet, Marc Van Hulle, Riitta Salmelin 2018 Journal of Cognitive Neuroscience

Marie Eve Joret, Marijn van Vliet, Flavio Camarrone, Marc M. Van Hulle 2017 2017 22nd International Conference on Digital Signal Processing, DSP 2017

Marijn Van Vliet, Nikolay Chumerin, Simon De Deyne, Jan Roelf Wiersema, Wim Fias, Gerrit Storms, Marc M. Van Hulle 2016 IEEE Transactions on Biomedical Engineering

Elvira Khachatryan, Marijn van Vliet, Simon De Deyne, Gerrit Storms, Hovhannes Manvelyan, Marc M. Van Hulle 2014 4th International Workshop on Cognitive Information Processing - Proceedings of CIP 2014

Marijn Van Vliet, Nikolay V. Manyakov, Gert Storms, Wim Fias, Jan R. Wiersema, Marc M. Van Hulle 2014 PloS one

Nikolay Chumerin, Nikolay V. Manyakov, Marijn Van Vliet, Arne Robben, Adrien Combaz, Marc M. Van Hulle 2013 IEEE Transactions on Computational Intelligence and AI in Games

Nikolay V. Manyakov, Nikolay Chumerin, Arne Robben, Adrien Combaz, Marijn Van Vliet, Marc M. Van Hulle 2013 Journal of Neural Engineering

Nikolay Chumerin, Nikolay V. Manyakov, Adrien Combaz, Arne Robben, Marijn van Vliet, Marc M. Van Hulle 2012 Intelligent Technologies for Interactive Entertainment - 4th International ICST Conference, INTETAIN 2011, Revised Selected Papers

Nikolay V. Manyakov, Nikolay Chumerin, Adrien Combaz, Arne Robben, Marijn van Vliet, Marc M. Van Hulle 2012 BIOSIGNALS 2012 - Proceedings of the International Conference on Bio-inspired Systems and Signal Processing

Nikolay V. Manyakov, Adrien Combaz, Nikolay Chumerin, Arne Robben, Marijn van Vliet, Marc M. Van Hulle 2012 Artificial Intelligence and Soft Computing - 11th International Conference, ICAISC 2012, Proceedings

Marijn van Vliet, Arne Robben, Nikolay Chumerin, Nikolay V. Manyakov, Adrien Combaz, Marc M. Van Hulle 2012 2012 ISSNIP Biosignals and Biorobotics Conference

Danny Plass Oude Bos, Matthieu Duvinage, Oytun Oktay, Jaime Delgado Saa, Huseyin Guruler, Ayhan Istanbullu, Marijn van Vliet, Bram Van De Laar, Mannes Poel, Linsey Roijendijk, Luca Tonin, Ali Bahramisharif, Boris Reuderink 2011 IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CCMB 2011

Nikolay V. Manyakov, Nikolay Chumerin, Adrien Combaz, Arne Robben, Marijn van Vliet, Patrick A. De Mazi猫re, Marc M. Van Hulle 2011 Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, ISABEL'11

Nikolay V. Manyakov, Nikolay Chumerin, Adrien Combaz, Arne Robben, Marijn van Vliet, Marc M. Van Hulle 2011 Intelligent Data Engineering and Automated Learning, IDEAL 2011 - 12th International Conference, Proceedings

Arne Robben, Nikolay Chumerin, Nikolay V. Manyakov, Adrien Combaz, Marijn van Vliet, Marc M. Van Hulle 2011 2011 IEEE International Workshop on Machine Learning for Signal Processing - Proceedings of MLSP 2011

Marijn van Vliet, Alena Neviarouskaya, Helmut Prendinger 2009 Intelligent Technologies for Interactive Entertainment - Third International Conference, INTETAIN 2009, Proceedings