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1

Finding a causal ordering via independent component analysis

Shohei Shimizu, Aapo Hyvärinen, Patrik O. Hoyer, Yutaka Kano

Journal:

Computational Statistics & Data Analysis

Year:

2006

Language:

english

File:

PDF, 183 KB

english, 2006

2

Modeling receptive fields with non-negative sparse coding

Patrik O. Hoyer

Journal:

Year:

2003

Language:

english

File:

PDF, 273 KB

english, 2003

3

Sparse coding of natural contours

Patrik O Hoyer, Aapo Hyvärinen

Journal:

Year:

2002

Language:

english

File:

PDF, 177 KB

english, 2002

4

Emergence of Phase- and Shift-Invariant Features by Decomposition of Natural Images into Independent Feature Subspaces

Hyvärinen, Aapo, Hoyer, Patrik

Journal:

Neural Computation

Year:

2000

Language:

english

File:

PDF, 2.25 MB

english, 2000

5

Topographic independent component analysis as a model of V1 organization and receptive fields

Aapo Hyvärinen, Patrik O Hoyer

Journal:

Year:

2001

Language:

english

File:

PDF, 163 KB

english, 2001

6

End-ischemic reconditioning of liver allografts: Controlling the rewarming

Hoyer, Dieter Paul, Paul, Andreas, Luer, Sebastian, Reis, Henning, Efferz, Patrik, Minor, Thomas

Journal:

Liver Transplantation

Year:

2016

Language:

english

File:

PDF, 374 KB

english, 2016

7

Role of Oxygenation in Hypothermic Machine Perfusion of Kidneys From Heart Beating Donors

Gallinat, Anja, Paul, Andreas, Efferz, Patrik, Lüer, Bastian, Swoboda, Sandra, Hoyer, Dieter, Minor, Thomas

Journal:

Transplantation Journal

Year:

2012

Language:

english

File:

PDF, 262 KB

english, 2012

8

[ACM Press the 25th international conference - Helsinki, Finland (2008.07.05-2008.07.09)] Proceedings of the 25th international conference on Machine learning - ICML '08 - Causal modelling combining instantaneous and lagged effects

Hyvärinen, Aapo, Shimizu, Shohei, Hoyer, Patrik O.

Year:

2008

Language:

english

File:

PDF, 437 KB

english, 2008

9

Topographic Independent Component Analysis

Hyvärinen, Aapo, Hoyer, Patrik O., Inki, Mika

Journal:

Neural Computation

Year:

2001

File:

PDF, 3.61 MB

2001

10

Estimation of causal effects using linear non-Gaussian causal models with hidden variables

Patrik O. Hoyer, Shohei Shimizu, Antti J. Kerminen, Markus Palviainen

Journal:

International Journal of Approximate Reasoning

Year:

2008

Language:

english

File:

PDF, 452 KB

english, 2008

11

Statistical model of natural stimuli predicts edge-like pooling of spatial frequency channels in V2

Aapo Hyvärinen, Michael Gutmann, Patrik O Hoyer

Journal:

BMC Neuroscience

Year:

2005

Language:

english

File:

PDF, 588 KB

english, 2005

12

A two-layer sparse coding model learns simple and complex cell receptive fields and topography from natural images

Aapo Hyvärinen, Patrik O. Hoyer

Journal:

Vision Research

Year:

2001

Language:

english

File:

PDF, 668 KB

english, 2001

13

[Computational Imaging and Vision] Natural Image Statistics Volume 39 || Independent Component Analysis

Hyvärinen, Aapo, Hurri, Jarmo, Hoyer, Patrik O.

Year:

2009

Language:

english

File:

PDF, 677 KB

english, 2009

14

Duality in semi-exclusive processes

Edén, Patrik, Hoyer, Paul, Khodjamirian, Alexander

Journal:

Journal of High Energy Physics

Year:

2001

Language:

english

File:

PDF, 244 KB

english, 2001

15

Estimation of linear non-Gaussian acyclic models for latent factors

Shohei Shimizu, Patrik O. Hoyer, Aapo Hyvärinen

Journal:

Year:

2009

Language:

english

File:

PDF, 232 KB

english, 2009

16

Causal Inference by Independent Component Analysis: Theory and Applications

Alessio Moneta, Doris Entner, Patrik O. Hoyer, Alex Coad

Journal:

Oxford Bulletin of Economics and Statistics

Year:

2012

Language:

english

File:

PDF, 7.20 MB

english, 2012

17

A multi-layer sparse coding network learns contour coding from natural images

Patrik O Hoyer, Aapo Hyvärinen

Journal:

Vision Research

Year:

2002

Language:

english

File:

PDF, 481 KB

english, 2002

18

Independent component analysis applied to feature extraction from colour and stereo images

Hoyer, Patrik O, Hyvärinen, Aapo

Journal:

Network Computation in Neural Systems

Year:

2000

Language:

english

File:

PDF, 804 KB

english, 2000

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