Publications by Jarkko Ylipaavalniemi

2013

• 15.
• Consistency and asymptotic normality of FastICA and bootstrap FastICA (2013)

• AUTHORS:
• Karhunen Juha,
• Hao Tele,
• Ylipaavalniemi Jarkko

• JOURNAL:
• Neurocomputing
• VOLUME:
• 113
• PAGES:
• 153-167

• 14.
• Data-driven Analysis for Natural Studies in Functional Brain Imaging (2013)

• AUTHORS:
• Ylipaavalniemi Jarkko

• PAGES:
• 173

2012

• 13.
• A Canonical Correlation Analysis Based Method for Improving BSS of Two Related Data Sets (2012)

• AUTHORS:
• Karhunen Juha,
• Hao Tele,
• Ylipaavalniemi Jarkko

• BOOKTITLE:
• 10th International Conference on Latent Variable Analysis and Source Separation
• PAGES:
• 91-98

• 12.
• A Generalized Canonical Correlation Analysis Based Method for Blind Source Separation from Related Data Sets (2012)

• AUTHORS:
• Karhunen Juha,
• Hao Tele,
• Ylipaavalniemi Jarkko

• BOOKTITLE:
• The 2012 International Joint Conference on Neural Networks
• PAGES:
• 10-15

• 11.
• Consistency and asymptotic normality of FastICA and bootstrap FastICA (2012)

• AUTHORS:
• Reyhani Nima,
• Ylipaavalniemi Jarkko,
• Vigario Ricardo,
• Oja Erkki

• JOURNAL:
• Signal Processing
• VOLUME:
• 92
• PAGES:
• 1767-1778

• 10.
• Distributional Convergence of Subspace Estimates in FastICA: A Bootstrap Study (2012)

• AUTHORS:
• Ylipaavalniemi Jarkko,
• Reyhani Nima,
• Vigario Ricardo

• BOOKTITLE:
• 10th International Conference on Latent Variable Analysis and Source Separation
• PAGES:
• 123-130

2009

• 9.
• Arabica: Robust ICA in a Pipeline (2009)

• AUTHORS:
• Ylipaavalniemi Jarkko,
• Soppela Jyri

• BOOKTITLE:
• 8th International Conference on Independent Component Analysis and Signal Separation
• PAGES:
• 379-386

• 8.
• Dependencies between stimuli and spatially independent fMRI sources: Towards brain correlates of natural stimuli (2009)

• AUTHORS:
• Ylipaavalniemi Jarkko,
• Savia Eerika,
• Malinen Sanna,
• Hari Riitta,
• Vigario Ricardo,
• Kaski Samuel

• JOURNAL:
• NeuroImage
• VOLUME:
• 48
• PAGES:
• 176-185

2008

• 7.
• Analyzing Consistency of Independent Components: An fMRI Illustration (2008)

• AUTHORS:
• Ylipaavalniemi Jarkko,
• Vigario Ricardo

• JOURNAL:
• NeuroImage
• VOLUME:
• 39
• PAGES:
• 169-180

• 6.
• Matching complex activation patterns with features of natural stimuli (2008)

• AUTHORS:
• Ylipaavalniemi Jarkko,
• Vigario Ricardo

• BOOKTITLE:
• 1st INCF Congress of Neuroinformatics: Databasing and Modeling the Brain
• PAGES:
• 71

2007

• 5.
• Functional Elements and Networks in fMRI (2007)

• AUTHORS:
• Ylipaavalniemi Jarkko,
• Savia Eerika,
• Vigario Ricardo,
• Kaski Samuel

• BOOKTITLE:
• 15th European Symposium on Artificial Neural Networks
• PAGES:
• 561-566

• 4.
• Subspaces of Spatially Varying Independent Components in fMRI (2007)

• AUTHORS:
• Ylipaavalniemi Jarkko,
• Vigario Ricardo

• BOOKTITLE:
• 7th International Conference on Independent Component Analysis and Signal Separation
• PAGES:
• 665-672

2006

• 3.
• Brains and Phantoms: An ICA Study of fMRI (2006)

• AUTHORS:
• Ylipaavalniemi Jarkko,
• Mattila Seppo,
• Tarkiainen Antti,
• Vigario Ricardo

• BOOKTITLE:
• 6th International Conference on Independent Component Analysis and Blind Source Separation
• PAGES:
• 503-510

2005

• 2.
• Variability of Independent Components in functional Magnetic Resonance Imaging (2005)

• AUTHORS:
• Ylipaavalniemi Jarkko

2004

• 1.
• Analysis of Auditory fMRI Recordings via ICA: A Study on Consistency (2004)

• AUTHORS:
• Ylipaavalniemi Jarkko,
• Vigario Ricardo

• BOOKTITLE:
• 2004 IEEE International Joint Conference on Neural Networks
• VOLUME:
• 1
• PAGES:
• 249-254