Spatial filters and automated spike detection based on brain topographies improve sensitivity of EEG-fMRI studies in focal epilepsy. - Michael Siniatchkin; Friederike Moeller; Julia Jacobs; Ulrich Stephani; Rainer Boor; Stephan Wolff; Olav Jansen; Hartwig R. Siebner; Michael Scherg (NeuroImage, 2007)

Variability of the hemodynamic response as a function of age and frequency of epileptic discharge in children with epilepsy. - Julia Jacobs; Colin Hawco; Eliane Kobayashi; Rainer Boor; Pierre LeVan; Ulrich Stephani; Michael Siniatchkin; Jean Gotman (NeuroImage, 2008)

Changes in activity of striato-thalamo-cortical network precede generalized spike wave discharges. - Friederike Moeller; Hartwig R. Siebner; Stephan Wolff; Hiltrud Muhle; Rainer Boor; Oliver Granert; Olav Jansen; Ulrich Stephani; Michael Siniatchkin (NeuroImage, 2008)

Combination of EEG-fMRI and EEG source analysis improves interpretation of spike-associated activation networks in paediatric pharmacoresistant focal epilepsies. - Kristina Groening; Verena Brodbeck; Friederike Moeller; Stephan Wolff; Andreas van Baalen; Christoph M. Michel; Olav Jansen; Rainer Boor; Gert Wiegand; Ulrich Stephani; Michael Siniatchkin (NeuroImage, 2009)

Hemodynamic changes preceding the interictal EEG spike in patients with focal epilepsy investigated using simultaneous EEG-fMRI. - Julia Jacobs; Pierre LeVan; Friederike Moeller; Rainer Boor; Ulrich Stephani; Jean Gotman; Michael Siniatchkin (NeuroImage, 2009)

fMRI activation during spike and wave discharges evoked by photic stimulation. - Friederike Moeller; Hartwig R. Siebner; Nils Ahlgrimm; Stephan Wolff; Hiltrud Muhle; Oliver Granert; Rainer Boor; Olav Jansen; Jean Gotman; Ulrich Stephani; Michael Siniatchkin (NeuroImage, 2009)

Looking for neuronal currents using MRI: An EEG-fMRI investigation of fast MR signal changes time-locked to frequent focal epileptic discharges. - Roman Rodionov; Michael Siniatchkin; Christoph M. Michel; Adam D. Liston; Rachel C. Thornton; Maxime Guye; David W. Carmichael; Louis Lemieux (NeuroImage, 2010)

MEG-EEG fusion by Kalman filtering within a source analysis framework. - Laith Hamid; Ümit Aydin; Carsten H. Wolters; Ulrich Stephani; Michael Siniatchkin; Andreas Galka (EMBC, 2013)

Blind signal Separation of Mixtures of Chaotic Processes: a Comparison between Independent Component Analysis and State Space Modeling. - Andreas Galka; Kin Foon Kevin Wong; Ulrich Stephani; Tohru Ozaki; Michael Siniatchkin (Int. J. Bifurc. Chaos, 2013)

Developmental changes of functional and directed resting-state connectivities associated with neuronal oscillations in EEG. - Lars Michels; M. Muthuraman; Rafael Lüchinger; Ernst Martin; Abdul Rauf Anwar; Jan Raethjen; Daniel Brandeis; Michael Siniatchkin (NeuroImage, 2013)

Investigating the neural basis of cooperative joint action. An EEG hyperscanning study. - Laura Astolfi; Jlenia Toppi; Pascal Vogel; Donatella Mattia; Fabio Babiloni; Angela Ciaramidaro; Michael Siniatchkin (EMBC, 2014)

Investigating the neural basis of empathy by EEG hyperscanning during a Third Party Punishment. - Laura Astolfi; Jlenia Toppi; Chantal Casper; Christine M. Freitag; Donatella Mattia; Fabio Babiloni; Angela Ciaramidaro; Michael Siniatchkin (EMBC, 2015)

Analysis of epileptic seizure count time series by ensemble state space modelling. - Andreas Galka; Rainer Boor; Corinna Doege; Sarah von Spiczak; Ulrich Stephani; Michael Siniatchkin (EMBC, 2015)

The choice of the source space and the Laplacian matrix in LORETA and the spatio-temporal Kalman filter EEG inverse methods. - Nawar Habboush; Laith Hamid; Natia Japaridze; Gert Wiegand; Ulrich Heute; Ulrich Stephani; Andreas Galka; Michael Siniatchkin (EMBC, 2015)

The performance of the spatiotemporal Kalman filter and LORETA in seizure onset localization. - Laith Hamid; Masoud Sarabi; Natia Japaridze; Gert Wiegand; Ulrich Heute; Ulrich Stephani; Andreas Galka; Michael Siniatchkin (EMBC, 2015)

Comparison of three ICA algorithms for ocular artifact removal from TMS-EEG recordings. - Ekaterina Lyzhko; Laith Hamid; Sergey Makhortykh; Vera Moliadze; Michael Siniatchkin (EMBC, 2015)

Graph theory in brain-to-brain connectivity: A simulation study and an application to an EEG hyperscanning experiment. - Jlenia Toppi; Angela Ciaramidaro; Pascal Vogel; Donatella Mattia; Fabio Babiloni; Michael Siniatchkin; Laura Astolfi (EMBC, 2015)

Spatial projection as a preprocessing step for EEG source reconstruction using spatiotemporal Kalman filtering. - Laith Hamid; Ali Al Farawn; Isabelle Merlet; Natia Japaridze; Ulrich Heute; Ulrich Stephani; Andreas Galka; Fabrice Wendling; Michael Siniatchkin (EMBC, 2017)

Source reconstruction via the spatiotemporal Kalman filter and LORETA from EEG time series with 32 or fewer electrodes. - Laith Hamid; Ali Al Farawn; Isabelle Merlet; Natia Japaridze; Ulrich Heute; Ulrich Stephani; Andreas Galka; Fabrice Wendling; Michael Siniatchkin (EMBC, 2017)

Pipeline for Forward Modeling and Source Imaging of Magnetocardiographic Recordings via Spatiotemporal Kalman Filtering. - Nawar Habboush; Laith Hamid; Michael Siniatchkin; Ulrich Stephani; Andreas Galka (EMBC, 2018)

Analysis of the effects of medication for the treatment of epilepsy by ensemble Iterative Extended Kalman filtering. - Sidratul Moontaha; Andreas Galka; Thomas Meurer; Michael Siniatchkin (EMBC, 2018)

SVD Square-root Iterated Extended Kalman Filter for Modeling of Epileptic Seizure Count Time Series with External Inputs. - Sidratul Moontaha; Andreas Galka; Michael Siniatchkin; Sascha Scharlach; Sarah von Spiczak; Ulrich Stephani; Theodor May; Thomas Meurer (EMBC, 2019)

Multivariate improved weighted multiscale permutation entropy and its application on EEG data. - Mohamad El Sayed Hussein Jomaa; Patrick Van Bogaert; Nisrine Jrad; Navah Ester Kadish; Natia Japaridze; Michael Siniatchkin; Marcelo Alejandro Colominas; Anne Humeau-Heurtier (Biomed. Signal Process. Control., 2019)

Constrained expectation maximisation algorithm for estimating ARMA models in state space representation. - Andreas Galka; Sidratul Moontaha; Michael Siniatchkin (EURASIP J. Adv. Signal Process., 2020)

Raising the bar: Can dual scanning improve our understanding of joint action? - Laura Astolfi; Jlenia Toppi; Angela Ciaramidaro; Pascal Vogel; Christine M. Freitag; Michael Siniatchkin (NeuroImage, 2020)

Source imaging of deep-brain activity using the regional spatiotemporal Kalman filter. - Laith Hamid; Nawar Habboush; Philipp Stern; Natia Japaridze; Ümit Aydin; Carsten H. Wolters; Jens Christian Claussen; Ulrich Heute; Ulrich Stephani; Andreas Galka; Michael Siniatchkin (Comput. Methods Programs Biomed., 2021)

Heart Rate Variability's Association with Positive and Negative Affect in Daily Life: An Experience Sampling Study with Continuous Daytime Electrocardiography over Seven Days. - Justin Hachenberger; Yu-Mei Li; Michael Siniatchkin; Katharin Hermenau; Sebastian Ludyga; Sakari Lemola (Sensors, 2023)

Classifying Attention Drops in EEG Signals for ADHD Training with the Virtual Agent Flobi. - Julian Leichert; Julia Siemann; Ira-Katharina Petras; Michael Siniatchkin; Britta Wrede; Birte Richter (ICSR + AI (2), 2024)

VACO: a Multi-perspective Development of a Therapeutic and Motivational Virtual Robotic Agent for Concentration for children with ADHD. - Birte Richter; Ira-Katharina Petras; Anna-Lisa Vollmer; Ayla Luong; Michael Siniatchkin; Britta Wrede (CoRR, 2024)

Synergy of the mirror neuron system and the mentalizing system in a single brain and between brains during joint actions. - Angela Ciaramidaro; Jlenia Toppi; Pascal Vogel; Christine M. Freitag; Michael Siniatchkin; Laura Astolfi (NeuroImage, 2024)