Michael Siniatchkin

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 11

Top Topics

State Space Model

Preprocessing Step

Brain Connectivity

Top Venues

Biomed. Signal Process. Control.

Publications

Birte Richter, Ira-Katharina Petras, Anna-Lisa Vollmer, Ayla Luong, Michael Siniatchkin, Britta Wrede
VACO: a Multi-perspective Development of a Therapeutic and Motivational Virtual Robotic Agent for Concentration for children with ADHD. CoRR (2024)
Justin Hachenberger, Yu-Mei Li, Michael Siniatchkin, Katharin Hermenau, Sebastian Ludyga, Sakari Lemola
Heart Rate Variability's Association with Positive and Negative Affect in Daily Life: An Experience Sampling Study with Continuous Daytime Electrocardiography over Seven Days. Sensors 23 (2) (2023)
Laith Hamid, Nawar Habboush, Philipp Stern, Natia Japaridze, Ümit Aydin, Carsten H. Wolters, Jens Christian Claussen, Ulrich Heute, Ulrich Stephani, Andreas Galka, Michael Siniatchkin
Source imaging of deep-brain activity using the regional spatiotemporal Kalman filter. Comput. Methods Programs Biomed. 200 (2021)
Laura Astolfi, Jlenia Toppi, Angela Ciaramidaro, Pascal Vogel, Christine M. Freitag, Michael Siniatchkin
Raising the bar: Can dual scanning improve our understanding of joint action? NeuroImage 216 (2020)
Andreas Galka, Sidratul Moontaha, Michael Siniatchkin
Constrained expectation maximisation algorithm for estimating ARMA models in state space representation. EURASIP J. Adv. Signal Process. 2020 (1) (2020)
Mohamad El Sayed Hussein Jomaa, Patrick Van Bogaert, Nisrine Jrad, Navah Ester Kadish, Natia Japaridze, Michael Siniatchkin, Marcelo A. Colominas, Anne Humeau-Heurtier
Multivariate improved weighted multiscale permutation entropy and its application on EEG data. Biomed. Signal Process. Control. 52 (2019)
Sidratul Moontaha, Andreas Galka, Michael Siniatchkin, Sascha Scharlach, Sarah von Spiczak, Ulrich Stephani, Theodor May, Thomas Meurer
SVD Square-root Iterated Extended Kalman Filter for Modeling of Epileptic Seizure Count Time Series with External Inputs. EMBC (2019)
Sidratul Moontaha, Andreas Galka, Thomas Meurer, Michael Siniatchkin
Analysis of the effects of medication for the treatment of epilepsy by ensemble Iterative Extended Kalman filtering. EMBC (2018)
Nawar Habboush, Laith Hamid, Michael Siniatchkin, Ulrich Stephani, Andreas Galka
Pipeline for Forward Modeling and Source Imaging of Magnetocardiographic Recordings via Spatiotemporal Kalman Filtering. EMBC (2018)
Laith Hamid, Ali Al Farawn, Isabelle Merlet, Natia Japaridze, Ulrich Heute, Ulrich Stephani, Andreas Galka, Fabrice Wendling, Michael Siniatchkin
Spatial projection as a preprocessing step for EEG source reconstruction using spatiotemporal Kalman filtering. EMBC (2017)
Laith Hamid, Ali Al Farawn, Isabelle Merlet, Natia Japaridze, Ulrich Heute, Ulrich Stephani, Andreas Galka, Fabrice Wendling, Michael Siniatchkin
Source reconstruction via the spatiotemporal Kalman filter and LORETA from EEG time series with 32 or fewer electrodes. EMBC (2017)
Andreas Galka, Rainer Boor, Corinna Doege, Sarah von Spiczak, Ulrich Stephani, Michael Siniatchkin
Analysis of epileptic seizure count time series by ensemble state space modelling. EMBC (2015)
Jlenia Toppi, Angela Ciaramidaro, Pascal Vogel, Donatella Mattia, Fabio Babiloni, Michael Siniatchkin, Laura Astolfi
Graph theory in brain-to-brain connectivity: A simulation study and an application to an EEG hyperscanning experiment. EMBC (2015)
Ekaterina Lyzhko, Laith Hamid, Sergey Makhortykh, Vera Moliadze, Michael Siniatchkin
Comparison of three ICA algorithms for ocular artifact removal from TMS-EEG recordings. EMBC (2015)
Laura Astolfi, Jlenia Toppi, Chantal Casper, Christine M. Freitag, Donatella Mattia, Fabio Babiloni, Angela Ciaramidaro, Michael Siniatchkin
Investigating the neural basis of empathy by EEG hyperscanning during a Third Party Punishment. EMBC (2015)
Laith Hamid, Masoud Sarabi, Natia Japaridze, Gert Wiegand, Ulrich Heute, Ulrich Stephani, Andreas Galka, Michael Siniatchkin
The performance of the spatiotemporal Kalman filter and LORETA in seizure onset localization. EMBC (2015)
Nawar Habboush, Laith Hamid, Natia Japaridze, Gert Wiegand, Ulrich Heute, Ulrich Stephani, Andreas Galka, Michael Siniatchkin
The choice of the source space and the Laplacian matrix in LORETA and the spatio-temporal Kalman filter EEG inverse methods. EMBC (2015)
Laura Astolfi, Jlenia Toppi, Pascal Vogel, Donatella Mattia, Fabio Babiloni, Angela Ciaramidaro, Michael Siniatchkin
Investigating the neural basis of cooperative joint action. An EEG hyperscanning study. EMBC (2014)
Lars Michels, M. Muthuraman, Rafael Lüchinger, Ernst Martin, Abdul Rauf Anwar, Jan Raethjen, Daniel Brandeis, Michael Siniatchkin
Developmental changes of functional and directed resting-state connectivities associated with neuronal oscillations in EEG. NeuroImage 81 (2013)
Laith Hamid, Ümit Aydin, Carsten H. Wolters, Ulrich Stephani, Michael Siniatchkin, Andreas Galka
MEG-EEG fusion by Kalman filtering within a source analysis framework. EMBC (2013)
Andreas Galka, Kin Foon Kevin Wong, Ulrich Stephani, Tohru Ozaki, Michael Siniatchkin
Blind signal Separation of Mixtures of Chaotic Processes: a Comparison between Independent Component Analysis and State Space Modeling. Int. J. Bifurc. Chaos 23 (10) (2013)
Roman Rodionov, Michael Siniatchkin, Christoph M. Michel, Adam D. Liston, Rachel C. Thornton, Maxime Guye, David W. Carmichael, Louis Lemieux
Looking for neuronal currents using MRI: An EEG-fMRI investigation of fast MR signal changes time-locked to frequent focal epileptic discharges. NeuroImage 50 (3) (2010)
Julia Jacobs, Pierre LeVan, Friederike Moeller, Rainer Boor, Ulrich Stephani, Jean Gotman, Michael Siniatchkin
Hemodynamic changes preceding the interictal EEG spike in patients with focal epilepsy investigated using simultaneous EEG-fMRI. NeuroImage 45 (4) (2009)
Friederike Moeller, Hartwig R. Siebner, Nils Ahlgrimm, Stephan Wolff, Hiltrud Muhle, Oliver Granert, Rainer Boor, Olav Jansen, Jean Gotman, Ulrich Stephani, Michael Siniatchkin
fMRI activation during spike and wave discharges evoked by photic stimulation. NeuroImage 48 (4) (2009)
Kristina Groening, Verena Brodbeck, Friederike Moeller, Stephan Wolff, Andreas van Baalen, Christoph M. Michel, Olav Jansen, Rainer Boor, Gert Wiegand, Ulrich Stephani, Michael Siniatchkin
Combination of EEG-fMRI and EEG source analysis improves interpretation of spike-associated activation networks in paediatric pharmacoresistant focal epilepsies. NeuroImage 46 (3) (2009)
Friederike Moeller, Hartwig R. Siebner, Stephan Wolff, Hiltrud Muhle, Rainer Boor, Oliver Granert, Olav Jansen, Ulrich Stephani, Michael Siniatchkin
Changes in activity of striato-thalamo-cortical network precede generalized spike wave discharges. NeuroImage 39 (4) (2008)
Julia Jacobs, Colin Hawco, Eliane Kobayashi, Rainer Boor, Pierre LeVan, Ulrich Stephani, Michael Siniatchkin, Jean Gotman
Variability of the hemodynamic response as a function of age and frequency of epileptic discharge in children with epilepsy. NeuroImage 40 (2) (2008)
Michael Siniatchkin, Friederike Moeller, Julia Jacobs, Ulrich Stephani, Rainer Boor, Stephan Wolff, Olav Jansen, Hartwig R. Siebner, Michael Scherg
Spatial filters and automated spike detection based on brain topographies improve sensitivity of EEG-fMRI studies in focal epilepsy. NeuroImage 37 (3) (2007)