Aapo Hyvärinen



ArXiv: Unsupervised Feature Extraction by Time-Contrastive Learning and Nonlinear ICA

NeCo: Learning Visual Spatial Pooling by Strong PCA Dimension Reduction

NeCo: Orthogonal Connectivity Factorization: Interpretable Decomposition of Variability in Correlation Matrices

JNS: A Hierarchical Statistical Model of Natural Images Explains Tuning Properties in V2

PLoS ONE: Three-Way Analysis of Spectrospatial Electromyography Data: Classification and Interpretation

Festschrift to Erkki Oja: A unified probabilistic model for independent and principal component analysis

NeCo: Unifying Blind Separation and Clustering for Resting-State EEG/MEG Functional Connectivity Analysis

Home page at University of Helsinki

Professor of Computer Science (Machine Learning)

I'm now mainly at the Gatsby Unit, UCL!

Recent software packages


A research manifesto ?