Aapo Hyvärinen

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NIPS2011workshop: Learning Topographic Representations for Linearly Correlated Components

NIPS2011: Structural equations and divisive normalization for energy-dependent component analysis

NeuroImage: Testing the ICA mixing matrix based on inter-subject or inter-session consistency Matlab code

HBM: Characterization of neuromagnetic brain rhythms over time scales of minutes using spatial ICA

ACML2011: A general linear non-Gaussian state-space model

ICANN2011: Complex-valued independent component analysis of natural images

ICANN2011: Extracting coactivated features from multiple datasets

ICANN2011: Hermite Polynomials and Measures of Non-Gaussianity

Teaching

Academic year 2011/12:

- Seminar on Neuroinformatics 4: Consciousness in brains and machines, 3rd and 4th period in 2011/12.

- Unsupervised Machine Learning, 4th period in 2011/12.

Past:

- Seminar on Neuroinformatics 3: Social interaction in agents and humans, 3rd and 4th period in 2010/11.

- Unsupervised Machine Learning, 4th period in 2010/11.

- Seminar on Neuroinformatics 2: Natural Image Statistics, 3rd and 4th period in 2009/10.

- Unsupervised Machine Learning, 4th period in 2009/10.

- Seminar on Neuroinformatics: Advanced data analysis methods in brain imaging, 1st and 2nd period in 2008/9.

- Unsupervised Machine Learning, 4th period in 2008/9.

- Modelling of Vision, last given in spring 2008 (not given anymore).