Jouko Lampinen
Jouko Lampinen
Verified email at aalto.fi
TitleCited byYear
Clustering properties of hierarchical self-organizing maps
J Lampinen, E Oja
Journal of Mathematical Imaging and Vision 2 (2-3), 261-272, 1992
2971992
Rao-Blackwellized particle filter for multiple target tracking
S Särkkä, A Vehtari, J Lampinen
Information Fusion 8 (1), 2-15, 2007
2832007
Bayesian approach for neural networks—review and case studies
J Lampinen, A Vehtari
Neural networks 14 (3), 257-274, 2001
2662001
Bayesian model assessment and comparison using cross-validation predictive densities
A Vehtari, J Lampinen
Neural computation 14 (10), 2439-2468, 2002
1592002
Distortion tolerant pattern recognition based on self-organizing feature extraction
J Lampinen, E Oja
IEEE Transactions on Neural Networks 6 (3), 539-547, 1995
1321995
Discrete neural signatures of basic emotions
H Saarimäki, A Gotsopoulos, IP Jääskeläinen, J Lampinen, P Vuilleumier, ...
Cerebral cortex 26 (6), 2563-2573, 2015
1212015
Cam shape optimisation by genetic algorithm
J Lampinen
Computer-Aided Design 35 (8), 727-737, 2003
1212003
Rao-Blackwellized Monte Carlo data association for multiple target tracking
S Särkkä, A Vehtari, J Lampinen
Proceedings of the seventh international conference on information fusion 1 …, 2004
952004
Bayesian analysis of the neuromagnetic inverse problem with ℓp-norm priors
T Auranen, A Nummenmaa, MS Hämäläinen, IP Jääskeläinen, ...
NeuroImage 26 (3), 870-884, 2005
772005
Hierarchical Bayesian estimates of distributed MEG sources: theoretical aspects and comparison of variational and MCMC methods
A Nummenmaa, T Auranen, MS Hämäläinen, IP Jääskeläinen, ...
NeuroImage 35 (2), 669-685, 2007
702007
Temporal Kohonen map and the recurrent self-organizing map: Analytical and experimental comparison
M Varsta, J Heikkonen, J Lampinen, JDR Millán
Neural processing letters 13 (3), 237-251, 2001
662001
Self-organizing maps for spatial and temporal AR models
J Lampinen, E Oja
Proc. 6 SCIA, Scand. Conf. on Image Analysis, 120-127, 1989
581989
Time series prediction by Kalman smoother with cross-validated noise density
S Sarkka, A Vehtari, J Lampinen
Neural Networks, 2004. Proceedings. 2004 IEEE International Joint Conference …, 2004
562004
Stimulus-related independent component and voxel-wise analysis of human brain activity during free viewing of a feature film
JM Lahnakoski, J Salmi, IP Jääskeläinen, J Lampinen, E Glerean, P Tikka, ...
PloS one 7 (4), e35215, 2012
482012
Bayesian MLP neural networks for image analysis
A Vehtari, J Lampinen
Pattern Recognition Letters 21 (13-14), 1183-1191, 2000
452000
Self-organizing feature extraction in recognition of wood surface defects and color images
J Lampinen, S Smolander
Machine Vision For Advanced Production, 97-113, 1996
441996
Fast self-organization by the probing algorithm
J Lampinen, E Oja
International Joint Conference on Neural Networks 2, 503-507, 1989
421989
Automatic relevance determination based hierarchical Bayesian MEG inversion in practice
A Nummenmaa, T Auranen, MS Hämäläinen, IP Jääskeläinen, M Sams, ...
Neuroimage 37 (3), 876-889, 2007
392007
Wood surface inspection system based on generic visual features
J Lampinen, S Smolander, M Korhonen
Industrial Applications of Neural Networks, 35-42, 1998
361998
Object Classification and Recognition From Mobile Laser Scanning Point Clouds in a Road Environment
M Lehtomaki, A Jaakkola, J Hyyppa, J Lampinen, H Kaartinen, A Kukko, ...
Geoscience and Remote Sensing, IEEE Transactions on, 1-14, 2015
332015
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