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1

Independent component analysis for artefact separation in astrophysical images

Maria Funaro, Erkki Oja, Harri Valpola

Journal:

Neural Networks

Year:

2003

Language:

english

File:

PDF, 415 KB

english, 2003

2

COALESCING MINDS: BRAIN UPLOADING-RELATED GROUP MIND SCENARIOS

SOTALA, KAJ, VALPOLA, HARRI

Journal:

International Journal of Machine Consciousness

Year:

2012

Language:

english

File:

PDF, 171 KB

english, 2012

3

Variational Learning and Bits-Back Coding: An Information-Theoretic View to Bayesian Learning

Honkela, A., Valpola, H.

Journal:

IEEE Transactions on Neural Networks

Year:

2004

Language:

english

File:

PDF, 309 KB

english, 2004

4

Nonlinear Dynamical Factor Analysis for State Change Detection

Ilin, A., Valpola, H., Oja, E.

Journal:

IEEE Transactions on Neural Networks

Year:

2004

Language:

english

File:

PDF, 748 KB

english, 2004

5

Compact Modeling of Data Using Independent Variable Group Analysis

Alhoniemi, E., Honkela, A., Lagus, K., Seppa, S.J., Wagner, P., Valpola, H.

Journal:

IEEE Transactions on Neural Networks

Year:

2007

Language:

english

File:

PDF, 864 KB

english, 2007

6

Advances in Independent Component Analysis and Learning Machines || From neural PCA to deep unsupervised learning

Year:

2015

Language:

english

File:

PDF, 502 KB

english, 2015

7

An investigation into the influence of titanium dioxide pigments on the cracking of air‐drying exterior alkyd paints

Journal:

Pigment & Resin Technology

Year:

1978

Language:

english

File:

PDF, 336 KB

english, 1978

8

Exploratory analysis of climate data using source separation methods

Alexander Ilin, Harri Valpola, Erkki Oja

Journal:

Neural Networks

Year:

2006

Language:

english

File:

PDF, 1.77 MB

english, 2006

9

Hierarchical models of variance sources

Harri Valpola, Markus Harva, Juha Karhunen

Journal:

Signal Processing

Year:

2004

Language:

english

File:

PDF, 656 KB

english, 2004

10

History of Mine Drainage Impact on Lake Orijärvi Algal Communities, SW Finland

Veli-Pekka Salonen, Nanna Tuovinen, Samu Valpola

Journal:

Journal of Paleolimnology

Year:

2006

Language:

english

File:

PDF, 620 KB

english, 2006

11

On the Effect of the Form of the Posterior Approximation in Variational Learning of ICA Models

Alexander Ilin, Harri Valpola

Journal:

Neural Processing Letters

Year:

2005

Language:

english

File:

PDF, 602 KB

english, 2005

12

Blind separation of nonlinear mixtures by variational Bayesian learning

Antti Honkela, Harri Valpola, Alexander Ilin, Juha Karhunen

Journal:

Digital Signal Processing

Year:

2007

Language:

english

File:

PDF, 574 KB

english, 2007

13

Über das messen in der psychologie

Journal:

Acta Psychologica

Year:

1953

Language:

german

File:

PDF, 1.85 MB

german, 1953

14

Inferred Phosphorus Cycling in Shallow and Deep Basins of Eutrophied Lake Hormajärvi, Southern Finland

Valpola, Samu, Forsell, Jutta, Salonen, Veli-Pekka

Journal:

Lake and Reservoir Management

Year:

2007

Language:

english

File:

PDF, 1.23 MB

english, 2007

15

[IEEE 2005 International Symposium on Computational Intelligence in Robotics and Automation - Espoo, Finland (27-30 June 2005)] 2005 International Symposium on Computational Intelligence in Robotics and Automation - Development of Representations, Categories and Concepts—a Hypothesis

Year:

2005

Language:

english

File:

PDF, 1.74 MB

english, 2005

16

[IEEE The 2006 IEEE International Joint Conference on Neural Network Proceedings - Vancouver, BC, Canada (2006.07.16-2006.07.21)] The 2006 IEEE International Joint Conference on Neural Network Proceedings - Extraction of Components with Structured Variance

Ilin, A., Valpola, H., Oja, E.

Year:

2006

Language:

english

File:

PDF, 1.76 MB

english, 2006

17

[IEEE 2002 International Joint Conference on Neural Networks (IJCNN) - Honolulu, HI, USA (12-17 May 2002)] Proceedings of the 2002 International Joint Conference on Neural Networks. IJCNN'02 (Cat. No.02CH37290) - An ensemble learning approach to nonlinear dynamic blind source separation using state-space models

Valpola, H., Honkela, A., Karhunen, J.

Year:

2002

Language:

english

File:

PDF, 404 KB

english, 2002

18

An Unsupervised Ensemble Learning Method for Nonlinear Dynamic State-Space Models

Valpola, Harri, Karhunen, Juha

Journal:

Neural Computation

Year:

2002

Language:

english

File:

PDF, 1.61 MB

english, 2002

19

[IEEE International Joint Conference on Neural Networks (IJCNN'01) - Washington, DC, USA (15-19 July 2001)] IJCNN'01. International Joint Conference on Neural Networks. Proceedings (Cat. No.01CH37222) - Nonlinear static and dynamic blind source separation using ensemble learning

Valpola, H., Honkela, A., Karhunen, J.

Year:

2001

Language:

english

File:

PDF, 635 KB

english, 2001

20

[IEEE 2005 IEEE International Joint Conference on Neural Networks, 2005. - Montreal, QC, Canada (July 31-Aug. 4, 2005)] Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005. - Semiblind source separation of climate data detects El Nino as the component with the highest interannual variability

Ilin, A., Valpola, H., Oja, E.

Year:

2005

Language:

english

File:

PDF, 2.70 MB

english, 2005

21

[IEEE The 2006 IEEE International Joint Conference on Neural Network Proceedings - Vancouver, BC, Canada (16-21 July 2006)] The 2006 IEEE International Joint Conference on Neural Network Proceedings - Extraction of Components with Structured Variance

Ilin, A., Valpola, H., Oja, E.

Year:

2006

Language:

english

File:

PDF, 1.76 MB

english, 2006

22

Sedimentation Patterns of Multiple Finnish Lakes Reveal the Main Environmental Stressors and the Role of Peat Extraction in Lake Sedimentation

VÃ¤hÃ¤kuopus, Tuija, Kauppila, Tommi, MÃ¤kinen, Jari, Ojala, Antti E. K., Valpola, Samu E.

Journal:

Year:

2020

File:

PDF, 5.37 MB

2020