A mixture of sparse coding models explaining properties of face neurons related to holistic and parts-based processing.

by Haruo Hosoya, Aapo Hyvärinen
Published 2017-07-01

Nonlinear ICA of fMRI reveals primitive temporal structures linked to rest, task, and behavioral traits

by Hiroshi Morioka, Vince Calhoun, Aapo Hyvärinen
Published 2020-09-01

Visual features underlying perceived brightness as revealed by classification images.

by Ilmari Kurki, Tarja Peromaa, Aapo Hyvärinen, Jussi Saarinen
Published 2009-01-01

Spatio-chromatic adaptation via higher-order canonical correlation analysis of natural images.

by Michael U Gutmann, Valero Laparra, Aapo Hyvärinen, Jesús Malo
Published 2014-01-01

Brain activity reflects the predictability of word sequences in listened continuous speech

by Miika Koskinen, Mikko Kurimo, Joachim Gross, Aapo Hyvärinen, Riitta Hari
Published 2020-10-01

Three-way analysis of spectrospatial electromyography data: classification and interpretation.

by Jukka-Pekka Kauppi, Janne Hahne, Klaus-Robert Müller, Aapo Hyvärinen
Published 2015-01-01

Characterizing Variability of Modular Brain Connectivity with Constrained Principal Component Analysis.

by Jun-Ichiro Hirayama, Aapo Hyvärinen, Vesa Kiviniemi, Motoaki Kawanabe, Okito Yamashita
Published 2016-01-01

Interpretable brain age prediction using linear latent variable models of functional connectivity.

by Ricardo Pio Monti, Alex Gibberd, Sandipan Roy, Matthew Nunes, Romy Lorenz, Robert Leech, Takeshi Ogawa, Motoaki Kawanabe, Aapo Hyvärinen
Published 2020-01-01

Processing of pragmatic communication in ASD: a video-based brain imaging study

by Aija Kotila, Aapo Hyvärinen, Leena Mäkinen, Eeva Leinonen, Tuula Hurtig, Hanna Ebeling, Vesa Korhonen, Vesa J. Kiviniemi, Soile Loukusa
Published 2020-12-01