Klaus Mathiak

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 11

Top Topics

Statistical Parametric Mapping

Top Venues

Int. J. Neural Syst.

Publications

Anna Maxion, Arnim Johannes Gaebler, Rainer Röhrig, Klaus Mathiak, Jana Zweerings, Ekaterina Kutafina
Spectral changes in electroencephalography linked to neuroactive medications: A computational pipeline for data mining and analysis. Comput. Methods Programs Biomed. 255 (2024)
Anna Maxion, Arnim Johannes Gaebler, Daniela Albiez, Klaus Mathiak, Jana Zweerings, Ekaterina Kutafina
EEG Spectral Changes Linked to Psychiatric Medications: Computational Pipeline for Data Mining and Analysis. MIE (2022)
Sumit Madan, Fabian Julius Zimmer, Helena Balabin, Sebastian Schaaf, Holger Fröhlich, Juliane Fluck, Irene Neuner, Klaus Mathiak, Martin Hofmann-Apitius, Pegah Sarkheil
Deep Learning-based detection of psychiatric attributes from German mental health records. Int. J. Medical Informatics 161 (2022)
Jana Zweerings, Kiira Sarasjärvi, Krystyna Anna Mathiak, Jorge Iglesias-Fuster, Fengyu Cong, Mikhail Zvyagintsev, Klaus Mathiak
Data-Driven Approach to the Analysis of Real-Time FMRI Neurofeedback Data: Disorder-Specific Brain Synchrony in PTSD. Int. J. Neural Syst. 31 (11) (2021)
Yongjie Zhu, Xiaoyu Wang, Klaus Mathiak, Petri Toiviainen, Tapani Ristaniemi, Jing Xu, Yi Chang, Fengyu Cong
Altered EEG Oscillatory Brain Networks During Music-Listening in Major Depression. Int. J. Neural Syst. 31 (3) (2021)
Fan Li, Rui Yan, Reza Mahini, Lai Wei, Zhiqiang Wang, Klaus Mathiak, Rong Liu, Fengyu Cong
End-to-end sleep staging using convolutional neural network in raw single-channel EEG. Biomed. Signal Process. Control. 63 (2021)
Ekaterina Kutafina, Anne Heiligers, Radomir Popovic, Alexander Brenner, Bernd Hankammer, Stephan M. Jonas, Klaus Mathiak, Jana Zweerings
Tracking of Mental Workload with a Mobile EEG Sensor. Sensors 21 (15) (2021)
Yongjie Zhu, Xiaoyu Wang, Klaus Mathiak, Petri Toiviainen, Tapani Ristaniemi, Jing Xu, Yi Chang, Fengyu Cong
Response to Discussion on Y. Zhu, X. Wang, K. Mathiak, P. Toiviainen, T. Ristaniemi, J. Xu, Y. Chang and F. Cong, Altered EEG Oscillatory Brain Networks During Music-Listening in Major Depression, International Journal of Neural Systems, Vol. 31 No. 3 (2021). Int. J. Neural Syst. 31 (4) (2021)
Yongjie Zhu, Jia Liu, Chaoxiong Ye, Klaus Mathiak, Piia Astikainen, Tapani Ristaniemi, Fengyu Cong
Discovering dynamic task-modulated functional networks with specific spectral modes using MEG. NeuroImage 218 (2020)
Jana Zweerings, Bastian Hummel, Micha Keller, Mikhail Zvyagintsev, Frank Schneider, Martin Klasen, Klaus Mathiak
Neurofeedback of core language network nodes modulates connectivity with the default-mode network: A double-blind fMRI neurofeedback study on auditory verbal hallucinations. NeuroImage 189 (2019)
Souad Ramadan, Halim Ibrahim Baqapuri, Erik Roecher, Klaus Mathiak
Process Mining of Logged Gaming Behavior. ICPM (2019)
Saurabh Bhavsar, Mikhail Zvyagintsev, Klaus Mathiak
BOLD sensitivity and SNR characteristics of parallel imaging-accelerated single-shot multi-echo EPI for fMRI. NeuroImage 84 (2014)
David M. Alexander, Peter Jurica, Chris Trengove, Andrey R. Nikolaev, Sergei Gepshtein, Mikhail Zvyagintsev, Klaus Mathiak, Andreas Schulze-Bonhage, Johanna Ruescher, Tonio Ball, Cees van Leeuwen
Traveling waves and trial averaging: The nature of single-trial and averaged brain responses in large-scale cortical signals. NeuroImage 73 (2013)
Martin Klasen, Mikhail Zvyagintsev, Michael Schwenzer, Krystyna A. Mathiak, Pegah Sarkheil, René Weber, Klaus Mathiak
Quetiapine modulates functional connectivity in brain aggression networks. NeuroImage 75 (2013)
Yury Koush, Mikhail Zvyagintsev, Miriam Dyck, Krystyna A. Mathiak, Klaus Mathiak
Signal quality and Bayesian signal processing in neurofeedback based on real-time fMRI. NeuroImage 59 (1) (2012)
Olga Sachs, Susanne Weis, Nadia Zellagui, Katharina Sass, Walter Huber, Mikhail Zvyagintsev, Klaus Mathiak, Tilo Kircher
How Different Types of Conceptual Relations Modulate Brain Activation during Semantic Priming. J. Cogn. Neurosci. 23 (5) (2011)
Miriam Dyck, James Loughead, Thilo Kellermann, Frank Boers, Ruben C. Gur, Klaus Mathiak
Cognitive versus automatic mechanisms of mood induction differentially activate left and right amygdala. NeuroImage 54 (3) (2011)
Martin Klasen, Klaus Mathiak
Was passiert beim Spielen im Gehirn? LOG IN 30 (163/164) (2010)
Heike Thönnessen, Frank Boers, Jürgen Dammers, Yu-Han Chen, Christine Norra, Klaus Mathiak
Early sensory encoding of affective prosody: Neuromagnetic tomography of emotional category changes. NeuroImage 50 (1) (2010)
Yu-Han Chen, Jürgen Dammers, Frank Boers, Susanne Leiberg, J. Christopher Edgar, Timothy P. L. Roberts, Klaus Mathiak
The temporal dynamics of insula activity to disgust and happy facial expressions: A magnetoencephalography study. NeuroImage 47 (4) (2009)
René Weber, Katharina-Maria Behr, Ron Tamborini, Ute Ritterfeld, Klaus Mathiak
What Do We Really Know About First-Person-Shooter Games? An Event-Related, High-Resolution Content Analysis. J. Comput. Mediat. Commun. 14 (4) (2009)
Ingo Hertrich, Klaus Mathiak, Werner Lutzenberger, Hermann Ackermann
Time Course of Early Audiovisual Interactions during Speech and Nonspeech Central Auditory Processing: A Magnetoencephalography Study. J. Cogn. Neurosci. 21 (2) (2009)
Jürgen Dammers, Michael Schiek, Frank Boers, Carmen Silex, Mikhail Zvyagintsev, Uwe Pietrzyk, Klaus Mathiak
Integration of Amplitude and Phase Statistics for Complete Artifact Removal in Independent Components of Neuromagnetic Recordings. IEEE Trans. Biomed. Eng. 55 (10) (2008)
Martin Klasen, Mikhail Zvyagintsev, René Weber, Krystyna A. Mathiak, Klaus Mathiak
Think Aloud during fMRI: Neuronal Correlates of Subjective Experience in Video Games. Fun and Games (2008)
Jürgen Dammers, Hartmut Mohlberg, Frank Boers, Peter A. Tass, Katrin Amunts, Klaus Mathiak
A new toolbox for combining magnetoencephalographic source analysis and cytoarchitectonic probabilistic data for anatomical classification of dynamic brain activity. NeuroImage 34 (4) (2007)
Markus Mühling, Ralph Ewerth, Thilo Stadelmann, Bernd Freisleben, René Weber, Klaus Mathiak
Semantic video analysis for psychological research on violence in computer games. CIVR (2007)
Nikolaus Weiskopf, Uwe Klose, Niels Birbaumer, Klaus Mathiak
Single-shot compensation of image distortions and BOLD contrast optimization using multi-echo EPI for real-time fMRI. NeuroImage 24 (4) (2005)
Klaus Mathiak, Ingo Hertrich, Mikhail Zvyagintsev, Werner Lutzenberger, Hermann Ackermann
Selective influences of cross-modal spatial-cues on preattentive auditory processing: A whole-head magnetoencephalography study. NeuroImage 28 (3) (2005)
Klaus Mathiak, Ingo Hertrich, Wolfgang Grodd, Hermann Ackermann
Discrimination of temporal information at the cerebellum: functional magnetic resonance imaging of nonverbal auditory memory. NeuroImage 21 (1) (2004)
Nikolaus Weiskopf, Klaus Mathiak, Simon W. Bock, Frank Scharnowski, Ralf Veit, Wolfgang Grodd, Rainer Goebel, Niels Birbaumer
Principles of a brain-computer interface (BCI) based on real-time functional magnetic resonance imaging (fMRI). IEEE Trans. Biomed. Eng. 51 (6) (2004)
Axel Riecker, Dirk Wildgruber, Klaus Mathiak, Wolfgang Grodd, Hermann Ackermann
Parametric analysis of rate-dependent hemodynamic response functions of cortical and subcortical brain structures during auditorily cued finger tapping: a fMRI study. NeuroImage 18 (3) (2003)
Nikolaus Weiskopf, Ralf Veit, Michael Erb, Klaus Mathiak, Wolfgang Grodd, Rainer Goebel, Niels Birbaumer
Physiological self-regulation of regional brain activity using real-time functional magnetic resonance imaging (fMRI): methodology and exemplary data. NeuroImage 19 (3) (2003)