Herbert Witte

Publication Activity (10 Years)

Years Active: 1993-2018
Publications (10 Years): 8

Top Topics

Functional Connectivity

Granger Causality

Spectral Analysis

Top Venues

IEEE Trans. Biomed. Eng.

Comput. Math. Methods Medicine

Publications

Christoph Schmidt, Diana Piper, Britta Pester, Andreas Mierau, Herbert Witte
Tracking the Reorganization of Module Structure in Time-Varying Weighted Brain Functional Connectivity Networks. Int. J. Neural Syst. 28 (4) (2018)
Lutz Leistritz, Karin Schiecke, Laura Astolfi, Herbert Witte
Time-Variant Modeling of Brain Processes. Proc. IEEE 104 (2) (2016)
Karin Schiecke, Britta Pester, Diana Piper, Franz Benninger, Martha Feucht, Lutz Leistritz, Herbert Witte
Nonlinear Directed Interactions Between HRV and EEG Activity in Children With TLE. IEEE Trans. Biomed. Eng. 63 (12) (2016)
Lutz Leistritz, Herbert Witte
A time domain frequency-selective multivariate granger causality approach. EMBC (2016)
Britta Pester, Feliberto de la Cruz, Karl-Jürgen Bär, Herbert Witte, Lutz Leistritz
Detecting spatially highly resolved network modules: A multi subject approach. EMBC (2016)
Karin Schiecke, Matthias Wacker, Franz Benninger, Martha Feucht, Lutz Leistritz, Herbert Witte
Matching Pursuit-Based Time-Variant Bispectral Analysis and its Application to Biomedical Signals. IEEE Trans. Biomed. Eng. 62 (8) (2015)
Britta Pester, Christoph Schmidt, Nicole Schmid-Hertel, Herbert Witte, Axel Wismüller, Lutz Leistritz
Identification of whole-brain network modules based on a large scale Granger Causality approach. EMBC (2015)
Karin Schiecke, Britta Pester, Martha Feucht, Lutz Leistritz, Herbert Witte
Convergent Cross Mapping: Basic concept, influence of estimation parameters and practical application. EMBC (2015)
Karin Schiecke, Matthias Wacker, Franz Benninger, Martha Feucht, Lutz Leistritz, Herbert Witte
Advantages of signal-adaptive approaches for the nonlinear, time-variant analysis of heart rate variability of children with temporal lobe epilepsy. EMBC (2014)
Karin Schiecke, Matthias Wacker, Diana Piper, Franz Benninger, Martha Feucht, Herbert Witte
Time-Variant, Frequency-Selective, Linear and Nonlinear Analysis of Heart Rate Variability in Children With Temporal Lobe Epilepsy. IEEE Trans. Biomed. Eng. 61 (6) (2014)
Christoph Schmidt, Britta Pester, Mahesh Nagarajan, Herbert Witte, Lutz Leistritz, Axel Wismüller
Impact of multivariate granger causality analyses with embedded dimension reduction on network modules. EMBC (2014)
Jlenia Toppi, Fabio Babiloni, Giovanni Vecchiato, Fabrizio de Vico Fallani, Donatella Mattia, Serenella Salinari, Thomas Milde, Lutz Leistritz, Herbert Witte, Laura Astolfi
Towards the time varying estimation of complex brain connectivity networks by means of a General Linear Kalman Filter approach. EMBC (2012)
Christoph Schmidt, Thomas Weiss, Christian Komusiewicz, Herbert Witte, Lutz Leistritz
An Analytical Approach to Network Motif Detection in Samples of Networks with Pairwise Different Vertex Labels. Comput. Math. Methods Medicine 2012 (2012)
Matthias Wacker, Miroslaw Galicki, Peter Putsche, Thomas Milde, Karin Schwab, Jens Haueisen, Carolin Ligges, Herbert Witte
A Time-Variant Processing Approach for the Analysis of Alpha and Gamma MEG Oscillations During Flicker Stimulus Generated Entrainment. IEEE Trans. Biomed. Eng. 58 (11) (2011)
Matthias Wacker, Herbert Witte
Adaptive Phase Extraction: Incorporating the Gabor Transform in the Matching Pursuit Algorithm. IEEE Trans. Biomed. Eng. 58 (10) (2011)
S. Reulecke, Steffen Schulz, Reinhard Bauer, Herbert Witte, Andreas Voss
Quantification of cardiovascular and cardiorespiratory coupling during hypoxia with Joint Symbolic Dynamics. EMBC (2011)
Matthias Wacker, Herbert Witte
On the Stability of the n: m Phase Synchronization Index. IEEE Trans. Biomed. Eng. 58 (2) (2011)
Thomas Milde, Lutz Leistritz, Laura Astolfi, Wolfgang H. R. Miltner, Thomas Weiss, Fabio Babiloni, Herbert Witte
A new Kalman filter approach for the estimation of high-dimensional time-variant multivariate AR models and its application in analysis of laser-evoked brain potentials. NeuroImage 50 (3) (2010)
Matthias Wacker, Miroslaw Galicki, Herbert Witte
Frequency Tracking with Spline Based Chirp Atoms. ICISP (2010)
Claudia Hemmelmann, M. Ungureanu, Wolfram Hesse, Torsten Wüstenberg, Jürgen R. Reichenbach, Otto W. Witte, Herbert Witte, Lutz Leistritz
Modelling and analysis of time-variant directed interrelations between brain regions based on BOLD-signals. NeuroImage 45 (3) (2009)
Laura Astolfi, Febo Cincotti, Donatella Mattia, Fabrizio de Vico Fallani, Andrea Tocci, Alfredo Colosimo, Serenella Salinari, Maria Grazia Marciani, Wolfram Hesse, Herbert Witte, Mauro Ursino, Melissa Zavaglia, Fabio Babiloni
Tracking the Time-Varying Cortical Connectivity Patterns by Adaptive Multivariate Estimators. IEEE Trans. Biomed. Eng. 55 (3) (2008)
Fabrizio de Vico Fallani, Laura Astolfi, Febo Cincotti, Donatella Mattia, Maria Grazia Marciani, Andrea Tocci, Serenella Salinari, Herbert Witte, Wolfram Hesse, Shangkai Gao, Alfredo Colosimo, Fabio Babiloni
Cortical Network Dynamics during Foot Movements. Neuroinformatics 6 (1) (2008)
Herbert Witte, Peter Putsche, Claudia Hemmelmann, Christoph Schelenz, Lutz Leistritz
Analysis and modeling of time-variant amplitude-frequency couplings of and between oscillations of EEG bursts. Biol. Cybern. 99 (2) (2008)
Jens Haueisen, Lutz Leistritz, Thomas Süsse, Gabriel Curio, Herbert Witte
Identifying mutual information transfer in the brain with differential-algebraic modeling: Evidence for fast oscillatory coupling between cortical somatosensory areas 3b and 1. NeuroImage 37 (1) (2007)
Karin Schwab, Tobias Groh, Matthias Schwab, Herbert Witte
Time-Variant Analysis of Nonlinear Stability and Bispectral Measures to Quantify the Development of Fetal Sleep States. EMBC (2006)
Karin Schwab, Michael Eiselt, Peter Putsche, Marko Helbig, Herbert Witte
Time-variant parametric estimation of transient quadratic phase couplings between heart rate components in healthy neonates. Medical Biol. Eng. Comput. 44 (12) (2006)
Lutz Leistritz, Peter Putsche, Jens Haueisen, Herbert Witte
Model-related analysis of EEG burst patterns in sedated patients. EMBC (2006)
Lutz Leistritz, Miroslaw Galicki, Eberhard F. Kochs, Ernst Bernhard Zwick, Clemens Fitzek, Jürgen R. Reichenbach, Herbert Witte
Application of Generalized Dynamic Neural Networks to Biomedical Data. IEEE Trans. Biomed. Eng. 53 (11) (2006)
Matthias Winterhalder, Björn Schelter, Wolfram Hesse, Karin Schwab, Lutz Leistritz, Daniel Klan, Reinhard Bauer, Jens Timmer, Herbert Witte
Comparison of linear signal processing techniques to infer directed interactions in multivariate neural systems. Signal Process. 85 (11) (2005)
Miroslaw Galicki, Lutz Leistritz, Ernst Bernhard Zwick, Herbert Witte
Improving Generalization Capabilities of Dynamic Neural Networks. Neural Comput. 16 (6) (2004)
Herbert Witte, Bärbel Schack
Quantification of phase coupling and information transfer between electroencephalographic (EEG) signals: Analysis strategies, models and simulations. Theory Biosci. 122 (4) (2003)
Herbert Witte, Leon D. Iasemidis, Brian Litt
Special issue on epileptic seizure prediction. IEEE Trans. Biomed. Eng. 50 (5) (2003)
Eva Möller, Bärbel Schack, Nuria Vath, Herbert Witte
Fitting of one ARMA model to multiple trials increases the time resolution of instantaneous coherence. Biol. Cybern. 89 (4) (2003)
Lutz Leistritz, Miroslaw Galicki, Herbert Witte, Eberhard F. Kochs
Training trajectories by continuous recurrent multilayer networks. IEEE Trans. Neural Networks 13 (2) (2002)
Ulrich Möller, Marc Ligges, Petra Georgiewa, Carolin Grünling, Werner A. Kaiser, Herbert Witte, Bernhard Blanz
How to Avoid Spurious Cluster Validation? A Methodological Investigation on Simulated and fMRI Data. NeuroImage 17 (1) (2002)
Ulrich Möller, Marc Ligges, Petra Georgiewa, Carolin Grünling, Bernhard Blanz, Herbert Witte
Zur Objektivität explorativer Bildstrukturerkennung mittels Clustering: Fehlerquellen und deren Vermeidung. Bildverarbeitung für die Medizin (2002)
Miroslaw Galicki, Lutz Leistritz, Herbert Witte
Learning the Dynamic Neural Networks with the Improvement of Generalization Capabilities. ICANN (2002)
Ulrich Möller, Marc Ligges, Carolin Grünling, Petra Georgiewa, Bernhard Blanz, Herbert Witte
Vorteile globaler Optimierungsstrategien bei der unüberwachten Auswertung medizinischer Bilddaten mittels Clusteranalyse am Beispiel des fMRI. Bildverarbeitung für die Medizin (2001)
Ulrich Möller, Marc Ligges, Carolin Grünling, Petra Georgiewa, Werner A. Kaiser, Herbert Witte, Bernhard Blanz
Pitfalls in the Clustering of Neuroimage Data and Improvements by Global Optimization Strategies. NeuroImage 14 (1) (2001)
Lutz Leistritz, Miroslaw Galicki, Herbert Witte, Eberhard F. Kochs
Initial state training procedure improves dynamic recurrent networks with time-dependent weights. IEEE Trans. Neural Networks 12 (6) (2001)
Miroslaw Galicki, Lutz Leistritz, Herbert Witte
Improved Learning of Multiple Continuous Trajectories with Initial Network State. IJCNN (3) (2000)
Herbert Witte, M. Arnold, Wolfgang H. R. Miltner, Timm Rosburg, Christoph Schelenz
Use of time-variant coherence as a general tool for analysis of interrelations between brain electrical processes. MIE (1999)
Miroslaw Galicki, Lutz Leistritz, Herbert Witte
Learning continuous trajectories in recurrent neural networks with time-dependent weights. IEEE Trans. Neural Networks 10 (4) (1999)
Ulrich Möller, Miroslaw Galicki, Eva Baresova, Herbert Witte
An efficient vector quantizer providing globally optimal solutions. IEEE Trans. Signal Process. 46 (9) (1998)
Herbert Witte, Peter Putsche, Michael H. Eiselt, Katrin Hoffmann, Matthias Arnold, Heinrich Jäger, Lutz Leistritz
Multimodal Time-variant Signal Analysis of Neonatal EEG Burst Patterns. MedInfo (1998)
Lutz Leistritz, Miroslaw Galicki, Herbert Witte
Training Continuous Trajectories by Means of Dynamic Neural Networks with Time Dependent Weights. NC (1998)
Axel Doering, Miroslaw Galicki, Herbert Witte
Admissibility and Optimality of the Cascade-Correlation Algorithm. ICANN (1997)
Miroslaw Galicki, Ulrich Möller, Herbert Witte
Neural Clustering Networks based on Global Optimisation of Prototypes in Metric Spaces. Neural Comput. Appl. 5 (1) (1997)
Miroslaw Galicki, Herbert Witte, Jens Dörschel, Michael Eiselt, Gert Grießbach
Common Optimization of Adaptive Preprocessing Units and a Neural Network during the Learning Period. Application in EEG Pattern Recognition. Neural Networks 10 (6) (1997)
Axel Doering, Miroslaw Galicki, Herbert Witte
Structure optimization of neural networks with the A*-algorithm. IEEE Trans. Neural Networks 8 (6) (1997)
Matthias Arnold, Axel Doering, Herbert Witte
Adaptive Hilbert-Transformation für die EEG-Segmentierung und die Berechnung der momentanen Atemfrequenz von Neugeborenen. GMDS (1996)
Ulrich Möller, Miroslaw Galicki, Herbert Witte
Fast vector quantizer on neural clustering networks providing globally optimal cluster solutions. ICPR (1996)
Axel Doering, Herbert Witte
Feedforward neural networks for Bayes-optimal classification: investigations into the influence of the composition of the training set on the cost function. ICPR (1996)
Katrin Hoffmann, Martha Feucht, Herbert Witte, Franz Benninger
Anwendung von Hilbert-Transformation und Neuronalen Netzen zur topographischen Klassifikation rolandischer Spikeaktivität. GMDS (1996)
Herbert Witte, Matthias Arnold, Axel Doering, Jens Dörschel, Miroslaw Galicki, Michael Eiselt
Simultanes Anlernen von Neuronalem Netz und Signalverarbeitung für Mustererkennungsaufgaben im Neugeborenenmonitoring. GMDS (1994)
Herbert Witte, Miroslaw Galicki, Jens Dörschel, Gert Grießbach, Michael Eiselt, Axel Doering, D. Hoyer
Optimization of Adaptive Preprocessing Units During the Learning Process of Neural Networks. Application in EEG Pattern Recognition. DAGM-Symposium (1993)