Jarkko Ylipaavalniemi

Publication Activity (10 Years)

Years Active: 2006-2013
Publications (10 Years): 0

Top Topics

Expected Values

Canonical Correlation Analysis

Unsupervised Learning

Top Venues

Signal Process.

Publications

Juha Karhunen, Tele Hao, Jarkko Ylipaavalniemi
Finding dependent and independent components from related data sets: A generalized canonical correlation analysis based method. Neurocomputing 113 (2013)
Juha Karhunen, Tele Hao, Jarkko Ylipaavalniemi
A Canonical Correlation Analysis Based Method for Improving BSS of Two Related Data Sets. LVA/ICA (2012)
Jarkko Ylipaavalniemi, Nima Reyhani, Ricardo Vigário
Distributional Convergence of Subspace Estimates in FastICA: A Bootstrap Study. LVA/ICA (2012)
Nima Reyhani, Jarkko Ylipaavalniemi, Ricardo Vigário, Erkki Oja
Consistency and asymptotic normality of FastICA and bootstrap FastICA. Signal Process. 92 (8) (2012)
Juha Karhunen, Tele Hao, Jarkko Ylipaavalniemi
A generalized canonical correlation analysis based method for blind source separation from related data sets. IJCNN (2012)
Jarkko Ylipaavalniemi, Jyri Soppela
Arabica: Robust ICA in a Pipeline. ICA (2009)
Jarkko Ylipaavalniemi, Eerika Savia, Sanna Malinen, Riitta Hari, Ricardo Vigário, Samuel Kaski
Dependencies between stimuli and spatially independent fMRI sources: Towards brain correlates of natural stimuli. NeuroImage 48 (1) (2009)
Jarkko Ylipaavalniemi, Ricardo Vigário
Analyzing consistency of independent components: An fMRI illustration. NeuroImage 39 (1) (2008)
Jarkko Ylipaavalniemi, Ricardo Vigário
Subspaces of Spatially Varying Independent Components in fMRI. ICA (2007)
Jarkko Ylipaavalniemi, Eerika Savia, Ricardo Vigário, Samuel Kaski
Functional elements and networks in fMRI. ESANN (2007)
Jarkko Ylipaavalniemi, Seppo Mattila, Antti Tarkiainen, Ricardo Vigário
Brains and Phantoms: An ICA Study of fMRI. ICA (2006)