Michael Siniatchkin

发表

MEG-EEG fusion by Kalman filtering within a source analysis framework

Carsten H. Wolters, Andreas Galka, Laith Hamid, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Looking for neuronal currents using MRI: An EEG-fMRI investigation of fast MR signal changes time-locked to frequent focal epileptic discharges

Christoph M. Michel, Louis Lemieux, David W. Carmichael, 2010, NeuroImage.

A data-driven model of the generation of human EEG based on a spatially distributed stochastic wave equation

Tohru Ozaki, Andreas Galka, Ulrich Stephani, 2008, Cognitive Neurodynamics.

SVD Square-root Iterated Extended Kalman Filter for Modeling of Epileptic Seizure Count Time Series with External Inputs

Thomas Meurer, Michael Siniatchkin, Andreas Galka, 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Personalization of Multi-electrode Setups in tCS/tES: Methods and Advantages

Axel Thielscher, Michael Siniatchkin, R. Salvador, 2020, Brain and Human Body Modeling 2020.

Constrained expectation maximisation algorithm for estimating ARMA models in state space representation

Michael Siniatchkin, Andreas Galka, Sidratul Moontaha, 2020, EURASIP J. Adv. Signal Process..

Blind signal Separation of Mixtures of Chaotic Processes: a Comparison between Independent Component Analysis and State Space Modeling

Tohru Ozaki, Michael Siniatchkin, Andreas Galka, 2013, Int. J. Bifurc. Chaos.

Multivariate improved weighted multiscale permutation entropy and its application on EEG data

Anne Humeau-Heurtier, Patrick Van Bogaert, Michael Siniatchkin, 2019, Biomed. Signal Process. Control..

Decomposition of Neurological Multivariate Time Series by State Space Modelling

Tohru Ozaki, Andreas Galka, Ulrich Stephani, 2011, Bulletin of mathematical biology.

Source reconstruction via the spatiotemporal Kalman filter and LORETA from EEG time series with 32 or fewer electrodes

Fabrice Wendling, Andreas Galka, Ulrich Heute, 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

The choice of the source space and the Laplacian matrix in LORETA and the spatio-temporal Kalman filter EEG inverse methods

Andreas Galka, Ulrich Heute, Laith Hamid, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Analysis of the effects of medication for the treatment of epilepsy by ensemble Iterative Extended Kalman filtering

Thomas Meurer, Andreas Galka, Michael Siniatchkin, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Pipeline for Forward Modeling and Source Imaging of Magnetocardiographic Recordings via Spatiotemporal Kalman Filtering

Andreas Galka, Laith Hamid, Ulrich Stephani, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Developmental changes of functional and directed resting-state connectivities associated with neuronal oscillations in EEG

Daniel Brandeis, Muthuraman Muthuraman, Jan Raethjen, 2013, NeuroImage.

Removing Artifacts from EEG Recorded within MR Scanner by Dynamical Template State Space Approach

Andreas Galka, Laith Hamid, Ulrich Stephani, 2013, BioMed 2013.

The performance of the spatiotemporal Kalman filter and LORETA in seizure onset localization

Andreas Galka, Ulrich Heute, Laith Hamid, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

HYBRID FILTER FOR REMOVING POWER-SUPPLY ARTIFACTS FROM EEG SIGNALS

Andreas Galka, Ulrich Heute, Ulrich Stephani, 2013, BioMed 2013.

Analysis of epileptic seizure count time series by ensemble state space modelling

Andreas Galka, Ulrich Stephani, Michael Siniatchkin, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

The Voxel-Wise Functional Connectome Can Be Efficiently Derived from Co-activations in a Sparse Spatio-Temporal Point-Process

Enzo Tagliazucchi, Helmut Laufs, Dante R. Chialvo, 2016, Front. Neurosci..

Graph theory in brain-to-brain connectivity: A simulation study and an application to an EEG hyperscanning experiment

Laura Astolfi, Fabio Babiloni, Donatella Mattia, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Investigating the neural basis of empathy by EEG hyperscanning during a Third Party Punishment

Laura Astolfi, Fabio Babiloni, Donatella Mattia, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Spatial projection as a preprocessing step for EEG source reconstruction using spatiotemporal Kalman filtering

Fabrice Wendling, Andreas Galka, Ulrich Heute, 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Variability of the hemodynamic response as a function of age and frequency of epileptic discharge in children with epilepsy

Jean Gotman, Pierre LeVan, Ulrich Stephani, 2008, NeuroImage.

fMRI activation during spike and wave discharges evoked by photic stimulation

Jean Gotman, Oliver Granert, Stephan Wolff, 2009, NeuroImage.

Source imaging of deep-brain activity using the regional spatiotemporal Kalman filter

Jens Christian Claussen, Laith Hamid, Ulrich Stephani, 2020, Comput. Methods Programs Biomed..

Investigating the neural basis of cooperative joint action. An EEG hyperscanning study

Laura Astolfi, Fabio Babiloni, Donatella Mattia, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Spatial filters and automated spike detection based on brain topographies improve sensitivity of EEG–fMRI studies in focal epilepsy

Stephan Wolff, Ulrich Stephani, Michael Siniatchkin, 2007, NeuroImage.

Optimal HRF and smoothing parameters for fMRI time series within an autoregressive modeling framework.

Tohru Ozaki, Andreas Galka, Stephan Wolff, 2010, Journal of integrative neuroscience.

Changes in activity of striato–thalamo–cortical network precede generalized spike wave discharges

Oliver Granert, Stephan Wolff, Ulrich Stephani, 2008, NeuroImage.

Combination of EEG–fMRI and EEG source analysis improves interpretation of spike-associated activation networks in paediatric pharmacoresistant focal epilepsies

Christoph M. Michel, Stephan Wolff, Ulrich Stephani, 2009, NeuroImage.

LOCALIZATION OF FOCAL EPILEPTIC ACTIVITY WITH EEG-fMRI INFORMED BY EEG VOLTAGE MAPS

Christoph M. Michel, John S. Duncan, Margitta Seeck, 2011 .

Hemodynamic changes preceding the interictal EEG spike in patients with focal epilepsy investigated using simultaneous EEG-fMRI

Jean Gotman, Pierre LeVan, Ulrich Stephani, 2009, NeuroImage.

EEG-fMRI in myoclonic astatic epilepsy (Doose syndrome)

Stephan Wolff, Ulrich Stephani, Michael Siniatchkin, 2014, Neurology.

Different Neuronal Networks Are Associated with Spikes and Slow Activity in Hypsarrhythmia

Stephan Wolff, Ulrich Stephani, Michael Siniatchkin, 2007, Epilepsia.

Behavioural treatment programme contributes to normalization of contingent negative variation in children with migraine

Ulrich Stephani, Michael Siniatchkin, Franz Petermann, 2011, Cephalalgia : an international journal of headache.

Evaluation of epileptogenic networks in children with tuberous sclerosis complex using EEG‐fMRI

Jean Gotman, Ulrich Stephani, Michael Siniatchkin, 2008, Epilepsia.

Hemodynamic Responses to Interictal Epileptiform Discharges in Children with Symptomatic Epilepsy

Jean Gotman, Ulrich Stephani, Michael Siniatchkin, 2007, Epilepsia.

ADHD and autism: differential diagnosis or overlapping traits? A selective review

Michael Siniatchkin, Christine M. Freitag, Michael Sachse, 2012, ADHD Attention Deficit and Hyperactivity Disorders.

EEG-fMRI study of generalized spike and wave discharges without transitory cognitive impairment

Stephan Wolff, Ulrich Stephani, Michael Siniatchkin, 2010, Epilepsy & Behavior.

On the Pathophysiology of Migraine—Links for “Empirically Based Treatment” with Neurofeedback

Michael Siniatchkin, Peter Kropp, M. Siniatchkin, 2002, Applied psychophysiology and biofeedback.

Abnormal response of motor cortex to photic stimulation in idiopathic generalized epilepsy

Sergiu Groppa, Ulrich Stephani, Michael Siniatchkin, 2008, Epilepsia.

EEG‐fMRI reveals activation of brainstem and thalamus in patients with Lennox‐Gastaut syndrome

Ulrich Stephani, Michael Siniatchkin, Friederike Moeller, 2011, Epilepsia.

Simultaneous EMG–fMRI during startle inhibition in monosymptomatic enuresis—an exploratory study

Stephan Wolff, Michael Siniatchkin, S. Wolff, 2012, European Journal of Pediatrics.

Non-REM sleep influences results of fMRI studies in epilepsy

Stephan Wolff, Ulrich Stephani, Michael Siniatchkin, 2008, Neuroscience Letters.

Dynamic analysis of absence seizures in humans: all the same but all different

Jean Gotman, François Dubeau, Pierre LeVan, 2010 .

Spreading photoparoxysmal EEG response is associated with an abnormal cortical excitability pattern.

Ulrich Stephani, Michael Siniatchkin, Hiltrud Muhle, 2006, Brain : a journal of neurology.

The value of EEG‐fMRI and EEG source analysis in the presurgical setup of children with refractory focal epilepsy

Frédéric Grouiller, Stephan Wolff, Ulrich Stephani, 2012, Epilepsia.

Ten minutes of 1mA transcranial direct current stimulation was well tolerated by children and adolescents: Self-reports and resting state EEG analysis

Michael Siniatchkin, Christine M. Freitag, C. Freitag, 2015, Brain Research Bulletin.

Neurophysiological reactivity before a migraine attack

Ulrich Stephani, Michael Siniatchkin, Frank Andrasik, 2006, Neuroscience Letters.

Michael Siniatchkin, Stephan Bender, Christoph Krick, 2014, Social cognitive and affective neuroscience.

Neuronal networks in children with continuous spikes and waves during slow sleep

Christoph M. Michel, Louis Lemieux, Ulrich Stephani, 2010 .