Parametric analysis of rate-dependent hemodynamic response functions of cortical and subcortical brain structures during auditorily cued finger tapping: a fMRI study. - Axel Riecker; Dirk Wildgruber; Klaus Mathiak; Wolfgang Grodd; Hermann Ackermann (NeuroImage, 2003)

Physiological self-regulation of regional brain activity using real-time functional magnetic resonance imaging (fMRI): methodology and exemplary data. - Nikolaus Weiskopf; Ralf Veit; Michael Erb; Klaus Mathiak; Wolfgang Grodd; Rainer Goebel; Niels Birbaumer (NeuroImage, 2003)

Discrimination of temporal information at the cerebellum: functional magnetic resonance imaging of nonverbal auditory memory. - Klaus Mathiak; Ingo Hertrich; Wolfgang Grodd; Hermann Ackermann (NeuroImage, 2004)

Principles of a brain-computer interface (BCI) based on real-time functional magnetic resonance imaging (fMRI). - Nikolaus Weiskopf; Klaus Mathiak; Simon W. Bock; Frank Scharnowski; Ralf Veit; Wolfgang Grodd; Rainer Goebel; Niels Birbaumer (IEEE Trans. Biomed. Eng., 2004)

Selective influences of cross-modal spatial-cues on preattentive auditory processing: A whole-head magnetoencephalography study. - Klaus Mathiak; Ingo Hertrich; Mikhail Zvyagintsev; Werner Lutzenberger; Hermann Ackermann (NeuroImage, 2005)

Single-shot compensation of image distortions and BOLD contrast optimization using multi-echo EPI for real-time fMRI. - Nikolaus Weiskopf; Uwe Klose; Niels Birbaumer; Klaus Mathiak (NeuroImage, 2005)

Semantic video analysis for psychological research on violence in computer games. - Markus Mühling; Ralph Ewerth; Thilo Stadelmann; Bernd Freisleben; René Weber; Klaus Mathiak (CIVR, 2007)

A new toolbox for combining magnetoencephalographic source analysis and cytoarchitectonic probabilistic data for anatomical classification of dynamic brain activity. - Jürgen Dammers; Hartmut Mohlberg; Frank Boers; Peter A. Tass; Katrin Amunts; Klaus Mathiak (NeuroImage, 2007)

Think Aloud during fMRI: Neuronal Correlates of Subjective Experience in Video Games. - Martin Klasen; Mikhail Zvyagintsev; René Weber; Krystyna Anna Mathiak; Klaus Mathiak (Fun and Games, 2008)

Integration of Amplitude and Phase Statistics for Complete Artifact Removal in Independent Components of Neuromagnetic Recordings. - Jürgen Dammers; Michael Schiek; Frank Boers; Carmen Silex; Mikhail Zvyagintsev; Uwe Pietrzyk; Klaus Mathiak (IEEE Trans. Biomed. Eng., 2008)

What Do We Really Know About First-Person-Shooter Games? An Event-Related, High-Resolution Content Analysis. - René Weber; Katharina-Maria Behr; Ron Tamborini; Ute Ritterfeld; Klaus Mathiak (J. Comput. Mediat. Commun., 2009)

Time Course of Early Audiovisual Interactions during Speech and Nonspeech Central Auditory Processing: A Magnetoencephalography Study. - Ingo Hertrich; Klaus Mathiak; Werner Lutzenberger; Hermann Ackermann (J. Cogn. Neurosci., 2009)

The temporal dynamics of insula activity to disgust and happy facial expressions: A magnetoencephalography study. - Yu-Han Chen; Jürgen Dammers; Frank Boers; Susanne Leiberg; J. Christopher Edgar; Timothy P. L. Roberts; Klaus Mathiak (NeuroImage, 2009)

Was passiert beim Spielen im Gehirn? - Martin Klasen; Klaus Mathiak (LOG IN, 2010)

Early sensory encoding of affective prosody: Neuromagnetic tomography of emotional category changes. - Heike Thönnessen; Frank Boers; Jürgen Dammers; Yu-Han Chen; Christine Norra; Klaus Mathiak (NeuroImage, 2010)

How Different Types of Conceptual Relations Modulate Brain Activation during Semantic Priming. - Olga Sachs; Susanne Weis; Nadia Zellagui; Katharina Sass; Walter Huber; Mikhail Zvyagintsev; Klaus Mathiak; Tilo Kircher (J. Cogn. Neurosci., 2011)

Cognitive versus automatic mechanisms of mood induction differentially activate left and right amygdala. - Miriam Dyck; James Loughead; Thilo Kellermann; Frank Boers; Ruben C. Gur; Klaus Mathiak (NeuroImage, 2011)

Signal quality and Bayesian signal processing in neurofeedback based on real-time fMRI. - Yury Koush; Mikhail Zvyagintsev; Miriam Dyck; Krystyna Anna Mathiak; Klaus Mathiak (NeuroImage, 2012)

Traveling waves and trial averaging: The nature of single-trial and averaged brain responses in large-scale cortical signals. - 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 (NeuroImage, 2013)

Quetiapine modulates functional connectivity in brain aggression networks. - Martin Klasen; Mikhail Zvyagintsev; Michael Schwenzer; Krystyna Anna Mathiak; Pegah Sarkheil; René Weber; Klaus Mathiak (NeuroImage, 2013)

BOLD sensitivity and SNR characteristics of parallel imaging-accelerated single-shot multi-echo EPI for fMRI. - Saurabh Bhavsar; Mikhail Zvyagintsev; Klaus Mathiak (NeuroImage, 2014)

Process Mining of Logged Gaming Behavior. - Souad Ramadan; Halim Ibrahim Baqapuri; Erik Roecher; Klaus Mathiak (ICPM, 2019)

Neurofeedback of core language network nodes modulates connectivity with the default-mode network: A double-blind fMRI neurofeedback study on auditory verbal hallucinations. - Jana Zweerings; Bastian Hummel; Micha Keller; Mikhail Zvyagintsev; Frank Schneider; Martin Klasen; Klaus Mathiak (NeuroImage, 2019)

Discovering dynamic task-modulated functional networks with specific spectral modes using MEG. - Yongjie Zhu; Jia Liu; Chaoxiong Ye; Klaus Mathiak; Piia Astikainen; Tapani Ristaniemi; Fengyu Cong (NeuroImage, 2020)

End-to-end sleep staging using convolutional neural network in raw single-channel EEG. - Fan Li; Rui Yan 003; Reza Mahini; Lai Wei; Zhiqiang Wang; Klaus Mathiak; Rong Liu; Fengyu Cong (Biomed. Signal Process. Control., 2021)

Altered EEG Oscillatory Brain Networks During Music-Listening in Major Depression. - Yongjie Zhu; Xiaoyu Wang; Klaus Mathiak; Petri Toiviainen; Tapani Ristaniemi; Jing Xu; Yi Chang; Fengyu Cong (Int. J. Neural Syst., 2021)

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). - Yongjie Zhu; Xiaoyu Wang; Klaus Mathiak; Petri Toiviainen; Tapani Ristaniemi; Jing Xu; Yi Chang; Fengyu Cong (Int. J. Neural Syst., 2021)

Data-Driven Approach to the Analysis of Real-Time FMRI Neurofeedback Data: Disorder-Specific Brain Synchrony in PTSD. - Jana Zweerings; Kiira Sarasjärvi; Krystyna Anna Mathiak; Jorge Iglesias-Fuster; Fengyu Cong; Mikhail Zvyagintsev; Klaus Mathiak (Int. J. Neural Syst., 2021)

Tracking of Mental Workload with a Mobile EEG Sensor. - Ekaterina Kutafina; Anne Heiligers; Radomir Popovic; Alexander Brenner; Bernd Hankammer; Stephan M. Jonas; Klaus Mathiak; Jana Zweerings (Sensors, 2021)

EEG Spectral Changes Linked to Psychiatric Medications: Computational Pipeline for Data Mining and Analysis. - Anna Maxion; Arnim Johannes Gaebler; Daniela Albiez; Klaus Mathiak; Jana Zweerings; Ekaterina Kutafina (MIE, 2022)

Deep Learning-based detection of psychiatric attributes from German mental health records. - Sumit Madan; Fabian Julius Zimmer; Helena Balabin; Sebastian Schaaf; Holger Fröhlich; Juliane Fluck; Irene Neuner; Klaus Mathiak; Martin Hofmann-Apitius; Pegah Sarkheil (Int. J. Medical Informatics, 2022)

Spectral changes in electroencephalography linked to neuroactive medications: A computational pipeline for data mining and analysis. - Anna Maxion; Arnim Johannes Gaebler; Rainer Röhrig; Klaus Mathiak; Jana Zweerings; Ekaterina Kutafina (Comput. Methods Programs Biomed., 2024)

Motion Artifact Detection for T1-Weighted Brain MR Images Using Convolutional Neural Networks. - Erik Roecher; Lucas Mösch; Jana Zweerings; Frank O. Thiele; Svenja Caspers; Arnim Johannes Gaebler; Patrick Eisner; Pegah Sarkheil; Klaus Mathiak (Int. J. Neural Syst., 2024)

Characterizing the distribution of neural and non-neural components in multi-echo EPI data across echo times based on tensor-ICA. - Tengfei Feng; Halim Ibrahim Baqapuri; Jana Zweerings; Huanjie Li; Fengyu Cong; Klaus Mathiak (NeuroImage, 2025)