Carsten Stahlhut © 2011 • Email: csta(at)dtu.dk or carsten.stahlhut(at)gmail.com • Phone: +45 4525 3894 

 

 

News

Paper in Science »
A Neural Marker of Perceptual Consciousness in Infants.

Paper on the Smartphone Brain Scanner »
The Smartphone Brain Scanner: A Mobile Real-time Neuroimaging System paper in ArXiv.

• ISBI'13 paper »
A Hierarchical Bayesian M/EEG Imaging Method Correcting for Incomplete Spatio-temporal priors. Accepted at ISBI 2013.

SBS2 platform released »
The Smartphone Brain Scanner2 (SBS2) has been released as open-source, visit the SBS2 home.

FTP PostDoc Grant »
2.1 mio DKK from the Danish Research Council for Independent Research | Technology and Production Sciences.

 

Papers

Talks

Code

 

Papers

Work in progress

A. Stopczynski, C. Stahlhut, J. E. Larsen, M. K. Petersen, L. K. Hansen, The Smartphone Brain Scanner: A Mobile Real-time Neuroimaging SystemSubmitted to ArXiv.org

 

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Journal Papers

S. Kouider, C. Stahlhut, S. V. Gelskov, L. S. Barbosa, M. Dutat, V. de Gardelle, A. Christophe, S. Dehaene, G. Dehaene-Lambertz, A Neural Marker of Perceptual Consciousness in Infants, Science, Vol, 340, Pages 376-380, 19 April 2013.

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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

C. Stahlhut, H. T. Attias, K. Sekihara, D. Wipf, L. K. Hansen, S. S. Nagarajan, A hier-archical Bayesian M/EEG imaging method correcting for incomplete spatio-temporal priors, 10th IEEE International Symposium on Biomedical Imaging (ISBI 2013), 7-11th April 2013, San Francisco, California, USA. Accepted

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C. Stahlhut, H. T. Attias, K. Sekihara, D. Wipf, L. K. Hansen, S. S. Nagarajan, How about a hierarchical Bayesian M/EEG imaging method correcting for incomplete spatio-temporal priors?, 20th Annual Cognitive Neuroscience Meeting (CNS), 13-16th April 2013, San Francisco, California, USA. Accepted

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L. K. Hansen, S. T. Hansen, C. Stahlhut, A Mobile Real-time EEG Imaging: Bayesian inference with sparse, temporally smooth source priors, 2013 IEEE International Winter Workshop on Brain-Computer Interface (IWWBCI), 18-20th February 2013, Korea. Invited contribution

C. Stahlhut, H. T. Attias, D. Wipf, L. K. Hansen, S. S. Nagarajan, Probabilistic M/EEG Source Imaging from Sparse Spatio-Temporal Event Structure, 2nd NIPS Workshop on Machine Learning and Interpretation in Neuroimaging, (MLIMI), 7-8th December 2012, Lake Tahoo, Nevada, USA. (In conjuction with NIPS 2012, 3rd-8th December 2012)

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C. Stahlhut, H. T. Attias, A. Stopczynski, M. K. Petersen, J. E. Larsen, L. K. Hansen, An Evaluation of EEG Scanner's Dependence on the Imaging Technique, Forward Model Computation Method, and Array Dimensionality, 34th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2012), 28th August - 1st September 2012, San Diego, California, USA.

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C. Stahlhut, A. Stopczynski, M. K. Petersen, J. E. Larsen, L. K. Hansen, Get mobile - The smartphone brain scanner, Workshop on Brain-Machine-Body Interfaces (BMBI 2012), 34th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2012), 28th August 2012, San Diego, California, USA.

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C. B. F. Jensen, M. G. Ivanova, A. Stopczynski, M. K. Petersen, T. Andersen, C. Stahlhut, Training your brain on a tablet, Workshop on Brain-Machine-Body Interfaces (BMBI 2012), 34th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2012), 28th August 2012, San Diego, California, USA.

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I. Konvalinka, C. Stahlhut, M. Bauer, L. K. Hansen, A. Roepstorff, C. Frith, Dual-EEG of social interaction: A machine learning approach to the two-brain problem, 18th Annual Meeting Organization for Human Brain Mapping (HBM 2012), 10-14th June 2012, Beijing, China.

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J. E. Larsen, A. Stopczynski, C. Stahlhut, M. K. Petersen, L. K. Hansen, A Cross-Platform Smartphone Brain Scanner, CHI 2012 Workshop on Personal Informatics in Practice: Improving Quality of Life Through Data, 5-10th May 2012, Austin, Texas, USA.

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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

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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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