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Søren Føns Nielsen
Søren Føns Nielsen
DSP Engineer, EPOS Audio
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Year
Discovery of key whole-brain transitions and dynamics during human wakefulness and non-REM sleep
ABA Stevner, D Vidaurre, J Cabral, K Rapuano, SFV Nielsen, ...
Nature communications 10 (1), 1-14, 2019
1122019
Predictive assessment of models for dynamic functional connectivity
SFV Nielsen, MN Schmidt, KH Madsen, M Mørup
Neuroimage 171, 116-134, 2018
162018
Nonparametric modeling of dynamic functional connectivity in fMRI data
SFV Nielsen, KH Madsen, R Røge, MN Schmidt, M Mørup
arXiv preprint arXiv:1601.00496, 2016
132016
Non-negative tensor factorization with missing data for the modeling of gene expressions in the human brain
SFV Nielsen, M Mørup
2014 IEEE International Workshop on Machine Learning for Signal Processing …, 2014
102014
Variational Bayesian partially observed non-negative tensor factorization
JL Hinrich, SFV Nielsen, KH Madsen, M Mørup
2018 IEEE 28th international workshop on machine learning for signal …, 2018
52018
Probabilistic parafac2
PJH Jørgensen, SFV Nielsen, JL Hinrich, MN Schmidt, KH Madsen, ...
arXiv preprint arXiv:1806.08195, 2018
52018
Modeling dynamic functional connectivity using a wishart mixture model
SFV Nielsen, KH Madsen, MN Schmidt, M Mørup
2017 International Workshop on Pattern Recognition in Neuroimaging (PRNI), 1-4, 2017
32017
Temporally intermittent communities in brain fMRI correlation networks
U Aslak, SFV Nielsen, M Mørup, S Lehmann
Applied Network Science 4 (1), 1-12, 2019
22019
Analysis of chromatographic data using the probabilistic parafac2
PJH Jørgensen, SFV Nielsen, JL Hinrich, MN Schmidt, KH Madsen, ...
33rd Conf. on Neural Information Processing Systems, 2019
22019
Scalable group level probabilistic sparse factor analysis
JL Hinrich, SFV Nielsen, NAB Riis, CT Eriksen, J Frøsig, MDF Kristensen, ...
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
22017
Variational group-pca for intrinsic dimensionality determination in fmri data
JL Hinrich, SFV Nielsen, KH Madsen, M Morup
2016 International Workshop on Pattern Recognition in Neuroimaging (PRNI), 1-4, 2016
22016
Whole-brain exploratory analysis of functional task response following erythropoietin treatment in mood disorders: a supervised machine learning approach
SFV Nielsen, KH Madsen, M Vinberg, LV Kessing, HR Siebner, ...
Frontiers in Neuroscience 13, 1246, 2019
12019
Evaluating models of dynamic functional connectivity using predictive classification accuracy
SØFØV Nielsen, Y Levin-Schwartz, D Vidaurre, T Adali, VD Calhoun, ...
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
12018
Testing group differences in state transition structure of dynamic functional connectivity models
SFV Nielsen, D Vidaurre, KH Madsen, MN Schmidt, M Mørup
2018 International Workshop on Pattern Recognition in Neuroimaging (PRNI), 1-4, 2018
2018
Modeling Temporal Dynamics in Functional Brain Connectivity
SFV Nielsen
DTU Compute, 2018
2018
Modelling Dynamic Functional Brain Connectivity
SFV Nielsen
MA thesis. Technical University of Denmark, 2015
2015
Classification of Own Voice in Hearing Aids
SFV Nielsen
Technical University of Denmark,{DTU} Compute,{E-} mail: compute@ compute …, 2013
2013
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