News

• MLAC'11 paper » 
Smartphones get emotional: mind reading images and reconstructing the neural sources. Accepted at MLAC 2011.

• ACII'11 demo paper » 
A smartphone interface for a wireless EEG headset with real-time 3D reconstructioni Accepted at ACII 2011.

• In Danish Press - videnskab.dk » 
"Where does happiness reside?". Article provided by DTU.

• Paper in Journal of Signal Processing Systems » 
Simultaneous EEG Source and Forward Model Reconstruction (SOFOMORE) using a Hier-archical Bayesian Approach.

• MICCAI 2010 » 
Attending MICCAI 2010 - workshop Machine Learning in Medical Imaging, Beijing 2010.

Papers

Talks

Code

Papers

Journal Papers

D. M. Herz, M. S. Christensen, C. Reck, E. Florin, M. T. Barbe, C. Stahlhut, K. A. M. Pauls, M. Tittgemeyer, H. R. Siebner, L. Timmermann,  Task-specific modulation of effective connectivity during two simple unimanual motor tasks: A 122-channel EEG study, NeuroImage, Vol, 59, Issue 4, Pages 3187-3193, 2012.

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C. Stahlhut, M. Mørup, O. Winther, L. K. Hansen, Simultaneous EEG Source and Forward Model Reconstruction (SOFOMORE) using a Hierarchical Bayesian Approach, Journal of Signal Processing Systems, Vol. 65, Issue 3, Pages 431-444, 2011,.

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Conference Papers/Abstracts

M. K. Petersen, C. Stahlhut, A. Stopczynski, J. E. Larsen, L. K. Hansen, Smartphones get emotional: mind reading images and reconstructing the neural sources, 1st Workshop on Machine Learning for Affective Computing (MLAC 2011), 9th October 2011, Memphis, Tennessee, USA.

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A. Stopczynski, J. E. Larsen, C. Stahlhut, M. K. Petersen, L. K. Hansen, A smartphone interface for a wireless EEG headset with real-time 3D reconstruction, Affective Computing and Intelligent Interaction (ACII 2011), 9-12th October 2011, Memphis, Tennessee, USA.

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D. M. Herz, M. S. Christensen, E. Florin, M. T. Barbe, C. Stahlhut, M. Tittgemeyer, K. A. M. Pauls, H. R. Siebner, L. Timmermann, Task-dependent modulation of oscillatory neural activity during movements: Abstract, International Symposium of the Clinical Research Group 219, Basal-Ganglia-Cortex Loops: Pathological Interaction and Therapeutic Modulation, 2011, Cologne, Germany.

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C. Stahlhut, H. T. Attias, D. Wipf, L. K. Hansen, S. S. Nagarajan, Sparse Spatio-Temporal Inference of Electromagnetic Brain Sources, International Workshop on Machine Learning in Medical Imaging (MLMI), 20th September 2010, Beijing, China. (In conjuction with MICCAI 2010, 20-24th September 2010)

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C. Stahlhut, M. Mørup, O. Winther, L. K. Hansen, Hierarchical Bayesian Model for simultaneous EEG Source and Forward Model Reconstruction (SOFOMORE), 2009 IEEE Workshop on Machine Learning for Signal Processing (MLSP 2009), 2nd-4th September 2009, Grenoble, France. Submitted 15th April 2009. Accepted 12th June 2009.

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C. Stahlhut, M. Mørup, O. Winther, L. K. Hansen, SOFOMORE: Combined EEG source and forward model reconstruction, 6th IEEE International Symposium on Biomedical Imaging (ISBI 2009), 28th June - 1th July 2009, Boston, Massachusetts, USA. Submitted 26th January 2009. Accepted 7th April 2009.

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C. Stahlhut, M. Mørup, O. Winther, L. K. Hansen, Evaluation of the Influence of Uncertain Forward Models on the EEG Source Reconstruction Problem, Human Brain Mapping 2009, 18-23th June 2009, San Francisco, California, USA. Submitted 11th January 2009. Accepted 11th March 2009 for a poster presentation as #F-AM-289.

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Technical Reports

C. Stahlhut, M. Mørup, O. Winther, L. K. Hansen, On Forward Model Uncertainty in EEG Source Localization, Technical report, DTU Informatics, 2009 pdf C. Stahlhut, D. Wipf, H. T. Attias, L. K. Hansen, S. S. Nagarajan, Probabilistic Algorithm for Electromagnetic Brain Imaging with Spatio-temporal and Forward Model Priors, Technical report, DTU Informatics, 2010.

PhD Thesis

C. Stahlhut, Functional Brain Imaging by EEG: A Window to the Human Mind, Technical University of Denmark, Department of Informatics and Mathematical Modelling, supervised by Professor Lars Kai Hansen and Associate Professor Ole Winther, 2011.

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Master's Thesis

C. Stahlhut, EEG Source Localization using a Hierarchical Bayesian Approach, Informatics and Mathematical Modeling, Technical University of Denmark, 2008.

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