Aapo Hyvärinen

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NeuroImage&Frontiers: ISCTEST: Testing independent components

JPhysP: A Three-Layer Model of Natural Image Statistics (21MB)

JMLR: Pairwise Likelihood Ratios for Estimation of Non-Gaussian Structural Equation Models

PhilTransRSoc: Independent Component Analysis: Recent Advances

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

ACML2012: Topographic Analysis of Correlated Components

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

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Professor of Computational Data Analysis

Department of Computer Science
and jointly appointed at the
Department of Mathematics and Statistics

Currently visiting ATR, Brain Information Communication Group, Department of Dynamic Brain Imaging, Japan.

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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