Aapo Hyvarinen - Google Scholar Citations

Cited by

	All	Since 2015
Citations	49591	14640
h-index	60	40
i10-index	155	90

3200

1600

800

2400

1999200020012002200320042005200620072008200920102011201220132014201520162017201820192020190 378 611 903 1578 2000 2229 2836 2748 2710 2945 3040 2854 3070 3150 3055 2865 2953 2852 2863 2905 201

Co-authors

Erkki OjaProfessor of Computer Science and Engineering, Aalto UniversityVerified email at aalto.fi
Patrik HoyerAlumni, Aalto University and University of HelsinkiVerified email at alumni.aalto.fi
Shohei SHIMIZUShiga University & RIKENVerified email at biwako.shiga-u.ac.jp
Michael U. GutmannUniversity of EdinburghVerified email at ed.ac.uk
Juha KarhunenProfessori, Aalto YliopistoVerified email at aalto.fi
Kun ZhangCarnegie Mellon University & Max-Planck Institute for Intelligent SystemsVerified email at cmu.edu
Lauri ParkkonenProfessor, Aalto UniversityVerified email at aalto.fi
Johan HimbergReaktor Ltd.Verified email at reaktor.com
Pavan RamkumarVerified email at northwestern.edu
Riitta HariProf. (emer.) @ Aalto University, School of Arts, Design and Architecture & School of ScienceVerified email at aalto.fi
Ella BinghamHead of Research Services, Aalto UniversityVerified email at aalto.fi
Urs KösterCerebrasVerified email at cerebras.net
Fabrizio ESPOSITOProfessor of Bioengineering, University of SalernoVerified email at unisa.it
Timo HonkelaUniversity of HelsinkiVerified email at helsinki.fi
Yutaka KanoOsaka UniversityVerified email at sigmath.es.osaka-u.ac.jp
Simo VanniClinical Neurosciences, Neurology; University of Helsinki and Helsinki University HospitalVerified email at helsinki.fi
Yoshinobu KawaharaProfessor, IMI, Kyushu University / Team Leader, AIP Center, RIKENVerified email at imi.kyushu-u.ac.jp
Ricardo VigárioUniversidade Nova de LisboaVerified email at fct.unl.pt
Stephen M. SmithWIN (FMRIB), Oxford UniversityVerified email at fmrib.ox.ac.uk
elia formisanoMaastricht Brain Imaging Center, Maastricht UniversityVerified email at maastrichtuniversity.nl

Aapo Hyvarinen

INRIA & University of Helsinki

Verified email at helsinki.fi - Homepage

Machine learning Computational Neuroscience #UnivHelsinkiCS


Title	Cited by	Year
Independent component analysis: algorithms and applications A Hyvärinen, E Oja Neural networks 13 (4-5), 411-430, 2000	19128	2000
Fast and robust fixed-point algorithms for independent component analysis A Hyvarinen IEEE transactions on Neural Networks 10 (3), 626-634, 1999	6927	1999
A fast fixed-point algorithm for independent component analysis A Hyvärinen, E Oja Neural Computation, 1997	4230	1997
Survey on independent component analysis A Hyvarinen Neural computing surveys 2 (4), 94-128, 1999	1817	1999
A fast fixed-point algorithm for independent component analysis of complex valued signals E Bingham, A Hyvärinen International journal of neural systems 10 (01), 1-8, 2000	913	2000
Validating the independent components of neuroimaging time series via clustering and visualization J Himberg, A Hyvärinen, F Esposito Neuroimage 22 (3), 1214-1222, 2004	897	2004
A linear non-Gaussian acyclic model for causal discovery S Shimizu, PO Hoyer, A Hyvärinen, A Kerminen Journal of Machine Learning Research 7 (Oct), 2003-2030, 2006	706	2006
Natural Image Statistics: A probabilistic approach to early computational vision A Hyvärinen, J Hurri, PO Hoyer Springer-Verlag New York Inc, 2009	689	2009
Emergence of phase-and shift-invariant features by decomposition of natural images into independent feature subspaces A Hyvärinen, P Hoyer Neural computation 12 (7), 1705-1720, 2000	650	2000
New approximations of differential entropy for independent component analysis and projection pursuit A Hyvärinen Advances in neural information processing systems, 273-279, 1998	603	1998
Topographic independent component analysis as a model of V1 organization and receptive fields A Hyvärinen, PO Hoyer Neurocomputing 38, 1307-1315, 2001	568*	2001
Sparse code shrinkage: Denoising by nonlinear maximum likelihood estimation A Hyvärinen, PO Hoyer, E Oja Advances in Neural Information Processing Systems, 473-479, 1999	563	1999
Gaussian moments for noisy independent component analysis A Hyvarinen IEEE Signal Processing Letters 6 (6), 145-147, 1999	522*	1999
Nonlinear independent component analysis: Existence and uniqueness results A Hyvärinen, P Pajunen Neural Networks 12 (3), 429-439, 1999	440	1999
Noise-contrastive estimation: A new estimation principle for unnormalized statistical models M Gutmann, A Hyvärinen Proceedings of the Thirteenth International Conference on Artificial …, 2010	409	2010
Estimation of Non-Normalized Statistical Models by Score Matching. A Hyvärinen Journal of Machine Learning Research 6 (4), 2005	409	2005
Noise-contrastive estimation of unnormalized statistical models, with applications to natural image statistics MU Gutmann, A Hyvärinen Journal of Machine Learning Research 13 (Feb), 307-361, 2012	408	2012
Independent component analysis of nondeterministic fMRI signal sources V Kiviniemi, JH Kantola, J Jauhiainen, A Hyvärinen, O Tervonen Neuroimage 19 (2), 253-260, 2003	379	2003
Independent component analysis of fMRI group studies by self-organizing clustering F Esposito, T Scarabino, A Hyvarinen, J Himberg, E Formisano, S Comani, ... Neuroimage 25 (1), 193-205, 2005	345	2005
Independent component analysis applied to feature extraction from colour and stereo images PO Hoyer, A Hyvärinen Network: computation in neural systems 11 (3), 191-210, 2000	336	2000

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Upload PDF

Follow this author

Cited by

Co-authors