Publications

Journal papers

• M. Mørup, L.K. Hansen, Automatic Relevance Determination for multi-way models, accepted for publication Journal of Chemometrics, 2009
  
  
• M. Mørup, L.K. Hansen, S.M. Arnfred, L.-K. Lim, K.M. Madsen , Shift Invariant Multilinear Decomposition of Neuroimaging Data, NeuroImage vol. 42(4), pp.1439-50, 2008 [full]
  
  
• M. Mørup, L. K. Hansen, S. M. Arnfred, Algorithms for Sparse Nonnegative Tucker Decomposition, Neural Computation, vol. 20 no. 8, pp. 2112-2131, 2008 [full]
  
  
• Griskova, I., Mørup, M., Parnas, J., Ruksenas, O., Arnfred, S., The amplitude and phase precision of 40 Hz auditory steady-state response depend on the level of arousal, Experimental Brain Research, vol. 183(1), pp. 133-138, 2007 [full]
  
  
• Mørup, M., Hansen, L. K., Arnfred, S. M., ERPWAVELAB A toolbox for multi-channel analysis of time-frequency transformed event related potentials, Journal of Neuroscience Methods, vol. 161, pp. 361-368, 2007 [full] [pdf]
  
  
• Arnfred, S. M., Hansen, L. K., Parnas, J., Mørup, M., Proprioceptive Evoked Gamma Oscillations, Brain Research, vol. 1147, pp. 167-174, 2007 [full]
  
  
• M. Mørup, L. K. Hansen, C. S. Hermann, J. Parnas, S. M. Arnfred, Parallel Factor Analysis as an exploratory tool for wavelet transformed event-related EEG, NeuroImage, vol. 29(3), pp. 938-947, 2006 [bibtex]
  
  
• F. Calamante, M. Mørup, L. K. Hansen, Defining a local arterial input function for perfusion MRI using independent component analysis, Magnetic Resonance in Medicine, vol. 52(4), pp. 789-797, 2004 [bibtex] [pdf]
  
  

Conference papers

• Mørup, M., Hansen, L. K., Tuning Pruning in Sparse Non-negative Matrix Factorization., European Signal Processing Conference 2009 (EUSIPCO'09), 2009 [full] [pdf]
  
  
• Mørup, M., Hansen, L. K., Sparse Coding and Automatic Relevance Determination for Multi-way models, Spars'09, 2009 [full] [pdf]
  
  
• Potluru, V., Plis, S., Mørup, M., Calhoun, V., Lane, T., Efficient Multiplicative updates for Support Vector Machines, Siam SDM 09, 2009 [full] [edit]
  
  
• Mørup, M., Madsen, K. H., Hansen, L. K., Approximate L0 constrained Non-negative Matrix and Tensor Factorization, ISCAS 2008 special session on Non-negative Matrix and Tensor Factorization and Related Problems, 2007 [full] [pdf]
  
  
• P. M. Rasmussen, M. Mørup, L. K. Hansen, S. M. Arnfred, Model Order Estimation for Independent Component Analysis of Epoched EEG Signals, Biosignals 2008 International Conference on Bio-inspired Systems and Signal Processing., 2008 [bibtex] [pdf]
  
  
• M. Mørup, L. H. Clemmensen, Multiplicative updates for the LASSO, MLSP 2007, 2007 [bibtex] [pdf]
  
  
• M. Mørup, K. H. Madsen, L. K. Hansen, Shifted Non-negative Matrix Factorization, MLSP 2007, 2007 [bibtex] [pdf]
  
  
• M. Mørup, K. H. Madsen, L. K. Hansen, Shifted Independent Component Analysis, ICA2007, 2007 [bibtex] [pdf]
  
  
• M. N. Schmidt, M. Mørup, Nonnegative Matrix Factor 2-D Deconvolution for Blind Single Channel Source Separation, ICA2006, 2006 [bibtex] [pdf]
  
  

Master's thesis

• M. Mørup, Analysis of Brain Data - Using Multi-Way Array Models on the EEG, Informatics and Mathematical Modelling, Technical University of Denmark, DTU, 2005 [bibtex] [pdf]
  
  

Technical reports

• M. N. Schmidt, M. Mørup, Sparse Non-negative Matrix Factor 2-D Deconvolution for Automatic Transcription of Polyphonic Music, 2006 [bibtex] [pdf]
  
  
• M. Mørup, M. N. Schmidt, L. K. Hansen, Shift Invariant Sparse Coding of Image and Music Data, submitted, Neural Networks, 2008 [bibtex] [pdf]
  
  
• M. Mørup, L. K. Hansen, J. Parnas, S. M. Arnfred, Decomposing the time-frequency representation of EEG using non-negative matrix and multi-way factorization, 2006 [bibtex] [pdf]
  
  
• M. Mørup, M. N. Schmidt, Sparse Non-negative Tensor 2D Deconvolution (SNTF2D) for multi channel time-frequency analysis, 2006 [bibtex] [pdf]
  
  

Demos

• Mørup, M., Madsen, K. H., NLARS, 2007 [full] [zip]
  
  
• M. Mørup, M. N. Schmidt, Shift Invariant Sparse Coding, 2007 [bibtex] [zip]
  
  
• M. Mørup, K. H. Madsen, SICA, 2007 [bibtex] [zip]
  
  
• M. Mørup, K. H. Madsen, ShiftedNMF, 2007 [bibtex] [zip]
  
  
• M. Mørup, L. H. Clemmensen, Multiplicative updates for the LASSO, 2007 [bibtex] [zip]
  
  
• M. Mørup, Non-negative Multi-way/Tensor Factorization NMWF/NTF extended to encorporate sparseness constraints, 2006 [bibtex] [zip]
  
  
• M. Mørup, Sparse Higher Order Non-negative Matrix Factorization, 2006 [bibtex] [zip]