Vibrotactile Feedback for Brain-Computer Interface Operation. - Febo Cincotti; Laura Kauhanen; Fabio Aloise; Tapio Palomäki; Nicholas Caporusso; Pasi Jylänki; Donatella Mattia; Fabio Babiloni; Gerolf Vanacker; Marnix Nuttin; Maria Grazia Marciani; José del R. Millán (Comput. Intell. Neurosci., 2007)

EEG-Based Brain-Computer Interface for Tetraplegics. - Laura Kauhanen; Pasi Jylänki; Janne Lehtonen; Pekka Rantanen; Hannu Alaranta; Mikko Sams (Comput. Intell. Neurosci., 2007)

Online Classification of Single EEG Trials During Finger Movements. - Janne Lehtonen; Pasi Jylänki; Laura Kauhanen; Mikko Sams (IEEE Trans. Biomed. Eng., 2008)

Gaussian process regression with Student-t likelihood. - Jarno Vanhatalo; Pasi Jylänki; Aki Vehtari (NIPS, 2009)

Robust Gaussian Process Regression with a Student-t Likelihood. - Pasi Jylänki; Jarno Vanhatalo; Aki Vehtari (J. Mach. Learn. Res., 2011)

Bayesian Modeling with Gaussian Processes using the MATLAB Toolbox GPstuff (v3.3) - Jarno Vanhatalo; Jaakko Riihimäki; Jouni Hartikainen; Pasi Jylänki; Ville Tolvanen; Aki Vehtari (CoRR, 2012)

Nested expectation propagation for Gaussian process classification. - Jaakko Riihimäki; Pasi Jylänki; Aki Vehtari (J. Mach. Learn. Res., 2013)

GPstuff: Bayesian modeling with Gaussian processes. - Jarno Vanhatalo; Jaakko Riihimäki; Jouni Hartikainen; Pasi Jylänki; Ville Tolvanen; Aki Vehtari (J. Mach. Learn. Res., 2013)

Expectation Propagation for Likelihoods Depending on an Inner Product of Two Multivariate Random Variables. - Tomi Peltola; Pasi Jylänki; Aki Vehtari (AISTATS, 2014)

Expectation propagation for nonstationary heteroscedastic Gaussian process regression. - Ville Tolvanen; Pasi Jylänki; Aki Vehtari (MLSP, 2014)

Expectation propagation for neural networks with sparsity-promoting priors. - Pasi Jylänki; Aapo Nummenmaa; Aki Vehtari (J. Mach. Learn. Res., 2014)

Distributed neural signatures of natural audiovisual speech and music in the human auditory cortex. - Juha Salmi; Olli-Pekka Koistinen; Enrico Glerean; Pasi Jylänki; Aki Vehtari; Iiro P. Jääskeläinen; Sasu Mäkelä; Lauri Nummenmaa; Katarina Nummi-Kuisma; Ilari Nummi; Mikko Sams (NeuroImage, 2017)

Expectation Propagation as a Way of Life: A Framework for Bayesian Inference on Partitioned Data. - Aki Vehtari; Andrew Gelman; Tuomas Sivula; Pasi Jylänki; Dustin Tran; Swupnil Sahai; Paul Blomstedt; John P. Cunningham; David Schiminovich; Christian P. Robert (J. Mach. Learn. Res., 2020)