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Aapo Hyvärinen

osaka university

60H-index
404Paper Count
4.3WCitation Count
Published Papers 30
Publication Date
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Towards interpretable Cryo-EM: disentangling latent spaces of molecular conformations
errFRONTIERS IN MOLECULAR BIOSCIENCES
IF4
err2024-07-09
err0
errOAAI
errKlindt, David A.; Hyvarinen, Aapo; Levy, Axel; Miolane, Nina; Poitevin, Frederic
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errSave
Nonlinear independent component analysis for principled disentanglement in unsupervised deep learning
errPATTERNS
IF7.4
err2023-10-01
err6
errOAAI
errHyvarinen, Aapo; Khemakhem, Ilyes; Morioka, Hiroshi
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errSave
Uncovering the structure of clinical EEG signals with self-supervised learning
errJOURNAL OF NEURAL ENGINEERING
IF3.8
err2021-03-31
err127
errOAAI
errBanville, Hubert; Chehab, Omar; Hyvarinen, Aapo; Engemann, Denis-Alexander; Gramfort, Alexandre
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errSave
Processing of pragmatic communication in ASD: a video-based brain imaging study
errSCIENTIFIC REPORTS
IF3.9
err2020-12-10
err6
errOAAI
errKotila, Aija; Hyvaerinen, Aapo; Maekinen, Leena; Leinonen, Eeva; Hurtig, Tuula; Ebeling, Hanna; Korhonen, Vesa; Kiviniemi, Vesa J.; Loukusa, Soile
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Sparse and low-rank matrix regularization for learning time-varying Markov networks
errMACHINE LEARNING
IF2.9
err2016-06-28
err3
errOAAI
errHirayama, Jun-ichiro; Hyvarinen, Aapo; Ishii, Shin
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errSave
Image feature extraction and denoising by sparse coding
errPATTERN ANALYSIS AND APPLICATIONS
IF2
err2014-03-04
err14
PREAI
errOja, E; Hyvärinen, A; Hoyer, P
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errSave
A Bayesian inverse solution using independent component analysis
errNEURAL NETWORKS
IF6.3
err2014-02-01
err4
errOAAI
errPuuronen, Jouni; Hyvarinen, Aapo
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errSave
Correlated topographic analysis: estimating an ordering of correlated components
errMACHINE LEARNING
IF2.9
err2013-05-14
err4
errOAAI
errSasaki, Hiroaki; Gutmann, Michael U.; Shouno, Hayaru; Hyvarinen, Aapo
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errSave
Independent component analysis: recent advances
errPHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
IF3.7
err2013-02-13
err269
errOAAI
errHyvarinen, Aapo
errShare
errSave
Non-linear canonical correlation for joint analysis of MEG signals from two subjects
errFRONTIERS IN NEUROSCIENCE
IF3.2
err2013-01-01
err10
errOAAI
errCampi, Cristina; Parkkonen, Lauri; Hari, Riitta; Hyvarinen, Aapo
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errSave
Simple neuron models for independent component analysis
errINTERNATIONAL JOURNAL OF NEURAL SYSTEMS
IF6.4
err2011-11-21
err47
PREAI
errHyvarinen, A; Oja, E
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errSave
Estimating exogenous variables in data with more variables than observations
errNEURAL NETWORKS
IF6.3
err2011-10-01
err12
PREAI
errSogawa, Yasuhiro; Shimizu, Shohei; Shimamura, Teppei; Hyvarinen, Aapo; Washio, Takashi; Imoto, Seiya
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errSave
Characterization of neuromagnetic brain rhythms over time scales of minutes using spatial independent component analysis
errHUMAN BRAIN MAPPING
IF3.3
err2011-09-13
err30
errOAAI
errRamkumar, Pavan; Parkkonen, Lauri; Hari, Riitta; Hyvaerinen, Aapo
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errSave
Estimation of linear non-Gaussian acyclic models for latent factors
errNEUROCOMPUTING
IF6.5
err2009-03-01
err26
PREAI
errShimizu, Shohei; Hoyer, Patrik O.; Hyvarinen, Aapo
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errSave
A unifying model for blind separation of independent sources
errSIGNAL PROCESSING
IF3.6
err2005-07-01
err39
PREAI
errHyvärinen, A
errShare
errSave
Spatiotemporal receptive fields maximizing temporal coherence in natural image sequences
errNEUROCOMPUTING
IF6.5
err2004-06-01
err1
PREAI
errHurri, JN; Väyrynen, J; Hyvärinen, A
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errSave
A unifying framework for natural image statistics:: spatiotemporal activity bubbles
errNEUROCOMPUTING
IF6.5
err2004-06-01
err3
PREAI
errHyvärinen, A; Hurri, J; Väyrynen, J
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errSave
Blind separation of sources that have spatiotemporal variance dependencies
errSIGNAL PROCESSING
IF3.6
err2004-02-01
err28
PREAI
errHyvärinen, A; Hurri, J
errShare
errSave
A two-layer temporal generative model of natural video exhibits complex-cell-like pooling of simple cell outputs
errNEUROCOMPUTING
IF6.5
err2003-06-01
err0
PREAI
errHurri, J; Hyvärinen, A
errShare
errSave
Connection between multilayer perceptrons and regression using independent component analysis
errNEUROCOMPUTING
IF6.5
err2003-01-01
err9
PREAI
errHyvärinen, A; Bingham, E
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
R
Riitta Hari
H-index: 112 · Papers: 631
S
Seiya Imoto
H-index: 63 · Papers: 620
E
Erkki Oja
H-index: 59 · Papers: 351
A
Alexandre Gramfort
H-index: 55 · Papers: 382
L
Lauri Parkkonen
H-index: 45 · Papers: 205
View more