Bio

I am a postdoc researcher at the CS Department, University of Helsinki working with Aapo Hyvärinen. Before that, I completed a PhD within the IT Faculty, University of Jyväskylä under the supervision of Tapani Ristaniemi and Fengyu Cong. My thesis is available here. For further details, please see my CV.

Research Interest

My research focuses on unsupervised machine learning, mainly nonlinear ICA, tensor component analysis, and disentangled representations, applicable to analyze brain imaging data especially recorded during natural stimuli. Specifically, I would like to develop a computational model/method to examine the spatiotemporal dynamics of functional networks and associate them with behavioral roles. I'm also interested in applying unsupervised learning to disentangle the underlying cognitive stages/processes in order to better understand the principles of information processing in the brain.

News

Selected Papers



Find me on [UHhomepage], [Google scholar], [ResearchGate].