Wouter van Vliet
Neurotieteen ja lääketieteellisen tekniikan laitos

Wouter van Vliet

Tutkijatohtori

Yhteystiedot

Mobile phone
+358504079130
Full researcher profile
https://research.aalto.fi/...

Kuvaus

I’m 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: “how does our brain recognize speech, words and pictures in an instant?”

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, beamformers, etc.), representational similarity analysis (RSA) and functional connectivity analysis.

As a proponent of open science, I always strive to publish my analysis pipelines, as well as contribute to various larger open source efforts, such as MNE-Python.

Research Group: Department of Neuroimaging and Biomedical Engineering: Imaging Language

List of publications and other research outputs: Aalto Research portal

Elsewhere:

 

Osaamisalueet

EEG MEG Computational neuroscience Brain Research Unit 3112 Neurotieteet Systeeminen ja kognitiivinen neurotiede

Julkaisut

Neurotieteen ja lääketieteellisen tekniikan laitos
Publishing year: 2019 Nature Communications
Neurotieteen ja lääketieteellisen tekniikan laitos
Publishing year: 2019 NeuroImage
Neurotieteen ja lääketieteellisen tekniikan laitos
Publishing year: 2019
Neurotieteen ja lääketieteellisen tekniikan laitos
Publishing year: 2019 PLoS computational biology
Neurotieteen ja lääketieteellisen tekniikan laitos
Publishing year: 2018 Frontiers in Neuroscience
Neurotieteen ja lääketieteellisen tekniikan laitos
Publishing year: 2018
Neurotieteen ja lääketieteellisen tekniikan laitos
Publishing year: 2018 Journal of Cognitive Neuroscience
Neurotieteen ja lääketieteellisen tekniikan laitos
Publishing year: 2017 2017 22nd International Conference on Digital Signal Processing, DSP 2017
Not published at Aalto University
Publishing year: 2016 IEEE Transactions on Biomedical Engineering
Not published at Aalto University
Publishing year: 2014 4th International Workshop on Cognitive Information Processing - Proceedings of CIP 2014