Aapo Hyvärinen

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JMLR: Noise-Contrastive Estimation of Unnormalized Statistical Models, with Applications to Natural Image Statistics

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

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Professor of Computational Data Analysis

Also affiliated with:
Centre-of-Excellence in Inverse Problems Research
Centre-of-Excellence in Algorithmic Data Analysis
Helsinki Institute for Information Technology
Department of Psychology

See our recent book:

A research manifesto ?

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