Optimization of Adaptive Preprocessing Units During the Learning Process of Neural Networks. Application in EEG Pattern Recognition. - Herbert Witte; Miroslaw Galicki; Jens Dörschel; Gert Grießbach; Michael Eiselt; Axel Doering; D. Hoyer (DAGM-Symposium, 1993)

Simultanes Anlernen von Neuronalem Netz und Signalverarbeitung für Mustererkennungsaufgaben im Neugeborenenmonitoring. - Herbert Witte; Matthias Arnold; Axel Doering; Jens Dörschel; Miroslaw Galicki; Michael Eiselt (GMDS, 1994)

Adaptive Hilbert-Transformation für die EEG-Segmentierung und die Berechnung der momentanen Atemfrequenz von Neugeborenen. - Matthias Arnold; Axel Doering; Herbert Witte (GMDS, 1996)

Anwendung von Hilbert-Transformation und Neuronalen Netzen zur topographischen Klassifikation rolandischer Spikeaktivität. - Katrin Hoffmann; Martha Feucht; Herbert Witte; Franz Benninger (GMDS, 1996)

Feedforward neural networks for Bayes-optimal classification: investigations into the influence of the composition of the training set on the cost function. - Axel Doering; Herbert Witte (ICPR, 1996)

Fast vector quantizer on neural clustering networks providing globally optimal cluster solutions. - Ulrich Möller; Miroslaw Galicki; Herbert Witte (ICPR, 1996)

Admissibility and Optimality of the Cascade-Correlation Algorithm. - Axel Doering; Miroslaw Galicki; Herbert Witte (ICANN, 1997)

Neural Clustering Networks based on Global Optimisation of Prototypes in Metric Spaces. - Miroslaw Galicki; Ulrich Möller; Herbert Witte (Neural Comput. Appl., 1997)

Common Optimization of Adaptive Preprocessing Units and a Neural Network during the Learning Period. Application in EEG Pattern Recognition. - Miroslaw Galicki; Herbert Witte; Jens Dörschel; Michael Eiselt; Gert Grießbach (Neural Networks, 1997)

Structure optimization of neural networks with the A*-algorithm. - Axel Doering; Miroslaw Galicki; Herbert Witte (IEEE Trans. Neural Networks, 1997)

Multimodal Time-variant Signal Analysis of Neonatal EEG Burst Patterns. - Herbert Witte; Peter Putsche; Michael H. Eiselt; Katrin Hoffmann; Matthias Arnold; Heinrich Jäger; Lutz Leistritz (MedInfo, 1998)

Training Continuous Trajectories by Means of Dynamic Neural Networks with Time Dependent Weights. - Lutz Leistritz; Miroslaw Galicki; Herbert Witte (NC, 1998)

Adaptive AR modeling of nonstationary time series by means of Kalman filtering. - Matthias Arnold; Wolfgang H. R. Miltner; Herbert Witte; Reinhard Bauer; Christoph Braun (IEEE Trans. Biomed. Eng., 1998)

An efficient vector quantizer providing globally optimal solutions. - Ulrich Möller; Miroslaw Galicki; Eva Baresova; Herbert Witte (IEEE Trans. Signal Process., 1998)

Use of time-variant coherence as a general tool for analysis of interrelations between brain electrical processes. - Herbert Witte; Matthias Arnold; Wolfgang H. R. Miltner; Timm Rosburg; Christoph Schelenz (MIE, 1999)

Learning continuous trajectories in recurrent neural networks with time-dependent weights. - Miroslaw Galicki; Lutz Leistritz; Herbert Witte (IEEE Trans. Neural Networks, 1999)

Improved Learning of Multiple Continuous Trajectories with Initial Network State. - Miroslaw Galicki; Lutz Leistritz; Herbert Witte (IJCNN (3), 2000)

Vorteile globaler Optimierungsstrategien bei der unüberwachten Auswertung medizinischer Bilddaten mittels Clusteranalyse am Beispiel des fMRI. - Ulrich Möller; Marc Ligges; Carolin Grünling; Petra Georgiewa; Bernhard Blanz; Herbert Witte (Bildverarbeitung für die Medizin, 2001)

Pitfalls in the Clustering of Neuroimage Data and Improvements by Global Optimization Strategies. - Ulrich Möller; Marc Ligges; Carolin Grünling; Petra Georgiewa; Werner A. Kaiser; Herbert Witte; Bernhard Blanz (NeuroImage, 2001)

Initial state training procedure improves dynamic recurrent networks with time-dependent weights. - Lutz Leistritz; Miroslaw Galicki; Herbert Witte; Eberhard F. Kochs (IEEE Trans. Neural Networks, 2001)

Zur Objektivität explorativer Bildstrukturerkennung mittels Clustering: Fehlerquellen und deren Vermeidung. - Ulrich Möller; Marc Ligges; Petra Georgiewa; Carolin Grünling; Bernhard Blanz; Herbert Witte (Bildverarbeitung für die Medizin, 2002)

Learning the Dynamic Neural Networks with the Improvement of Generalization Capabilities. - Miroslaw Galicki; Lutz Leistritz; Herbert Witte (ICANN, 2002)

How to Avoid Spurious Cluster Validation? A Methodological Investigation on Simulated and fMRI Data. - Ulrich Möller; Marc Ligges; Petra Georgiewa; Carolin Grünling; Werner A. Kaiser; Herbert Witte; Bernhard Blanz (NeuroImage, 2002)

Training trajectories by continuous recurrent multilayer networks. - Lutz Leistritz; Miroslaw Galicki; Herbert Witte; Eberhard F. Kochs (IEEE Trans. Neural Networks, 2002)

Fitting of one ARMA model to multiple trials increases the time resolution of instantaneous coherence. - Eva Möller; Bärbel Schack; Nuria Vath; Herbert Witte (Biol. Cybern., 2003)

Special issue on epileptic seizure prediction. - Herbert Witte; Leon D. Iasemidis; Brian Litt (IEEE Trans. Biomed. Eng., 2003)

Quantification of phase coupling and information transfer between electroencephalographic (EEG) signals: Analysis strategies, models and simulations. - Herbert Witte; Bärbel Schack (Theory Biosci., 2003)

Improving Generalization Capabilities of Dynamic Neural Networks. - Miroslaw Galicki; Lutz Leistritz; Ernst Bernhard Zwick; Herbert Witte (Neural Comput., 2004)

Comparison of linear signal processing techniques to infer directed interactions in multivariate neural systems. - Matthias Winterhalder; Björn Schelter; Wolfram Hesse; Karin Schwab; Lutz Leistritz; Daniel Klan; Reinhard Bauer; Jens Timmer; Herbert Witte (Signal Process., 2005)

Model-related analysis of EEG burst patterns in sedated patients. - Lutz Leistritz; Peter Putsche; Jens Haueisen; Herbert Witte (EMBC, 2006)

Time-Variant Analysis of Nonlinear Stability and Bispectral Measures to Quantify the Development of Fetal Sleep States. - Karin Schwab; Tobias Groh; Matthias Schwab; Herbert Witte (EMBC, 2006)

Time-variant parametric estimation of transient quadratic phase couplings between heart rate components in healthy neonates. - Karin Schwab; Michael Eiselt; Peter Putsche; Marko Helbig; Herbert Witte (Medical Biol. Eng. Comput., 2006)

Application of Generalized Dynamic Neural Networks to Biomedical Data. - Lutz Leistritz; Miroslaw Galicki; Eberhard F. Kochs; Ernst Bernhard Zwick; Clemens Fitzek; Jürgen R. Reichenbach; Herbert Witte (IEEE Trans. Biomed. Eng., 2006)

Identifying mutual information transfer in the brain with differential-algebraic modeling: Evidence for fast oscillatory coupling between cortical somatosensory areas 3b and 1. - Jens Haueisen; Lutz Leistritz; Thomas Süsse; Gabriel Curio; Herbert Witte (NeuroImage, 2007)

Analysis and modeling of time-variant amplitude-frequency couplings of and between oscillations of EEG bursts. - Herbert Witte; Peter Putsche; Claudia Hemmelmann; Christoph Schelenz; Lutz Leistritz (Biol. Cybern., 2008)

Cortical Network Dynamics during Foot Movements. - 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 (Neuroinformatics, 2008)

Tracking the Time-Varying Cortical Connectivity Patterns by Adaptive Multivariate Estimators. - 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; et al. (IEEE Trans. Biomed. Eng., 2008)

Modelling and analysis of time-variant directed interrelations between brain regions based on BOLD-signals. - Claudia Hemmelmann; M. Ungureanu; Wolfram Hesse; Torsten Wüstenberg; Jürgen R. Reichenbach; Otto W. Witte; Herbert Witte; Lutz Leistritz (NeuroImage, 2009)

Frequency Tracking with Spline Based Chirp Atoms. - Matthias Wacker; Miroslaw Galicki; Herbert Witte (ICISP, 2010)

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. - Thomas Milde; Lutz Leistritz; Laura Astolfi; Wolfgang H. R. Miltner; Thomas Weiss 001; Fabio Babiloni; Herbert Witte (NeuroImage, 2010)

Quantification of cardiovascular and cardiorespiratory coupling during hypoxia with Joint Symbolic Dynamics. - S. Reulecke; Steffen Schulz 002; Reinhard Bauer; Herbert Witte; Andreas Voss (EMBC, 2011)

A Time-Variant Processing Approach for the Analysis of Alpha and Gamma MEG Oscillations During Flicker Stimulus Generated Entrainment. - Matthias Wacker; Miroslaw Galicki; Peter Putsche; Thomas Milde; Karin Schwab; Jens Haueisen; Carolin Ligges; Herbert Witte (IEEE Trans. Biomed. Eng., 2011)

On the Stability of the n: m Phase Synchronization Index. - Matthias Wacker; Herbert Witte (IEEE Trans. Biomed. Eng., 2011)

Adaptive Phase Extraction: Incorporating the Gabor Transform in the Matching Pursuit Algorithm. - Matthias Wacker; Herbert Witte (IEEE Trans. Biomed. Eng., 2011)

Towards the time varying estimation of complex brain connectivity networks by means of a General Linear Kalman Filter approach. - Jlenia Toppi; Fabio Babiloni; Giovanni Vecchiato; Fabrizio de Vico Fallani; Donatella Mattia; Serenella Salinari; Thomas Milde; Lutz Leistritz; Herbert Witte; Laura Astolfi (EMBC, 2012)

An Analytical Approach to Network Motif Detection in Samples of Networks with Pairwise Different Vertex Labels. - Christoph Schmidt 003; Thomas Weiss 001; Christian Komusiewicz; Herbert Witte; Lutz Leistritz (Comput. Math. Methods Medicine, 2012)

Advantages of signal-adaptive approaches for the nonlinear, time-variant analysis of heart rate variability of children with temporal lobe epilepsy. - Karin Schiecke; Matthias Wacker; Franz Benninger; Martha Feucht; Lutz Leistritz; Herbert Witte (EMBC, 2014)

Impact of multivariate granger causality analyses with embedded dimension reduction on network modules. - Christoph Schmidt 003; Britta Pester; Mahesh Nagarajan; Herbert Witte; Lutz Leistritz; Axel Wismüller (EMBC, 2014)

Time-Variant, Frequency-Selective, Linear and Nonlinear Analysis of Heart Rate Variability in Children With Temporal Lobe Epilepsy. - Karin Schiecke; Matthias Wacker; Diana Piper; Franz Benninger; Martha Feucht; Herbert Witte (IEEE Trans. Biomed. Eng., 2014)

Identification of whole-brain network modules based on a large scale Granger Causality approach. - Britta Pester; Christoph Schmidt 003; Nicole Schmid-Hertel; Herbert Witte; Axel Wismüller; Lutz Leistritz (EMBC, 2015)

Convergent Cross Mapping: Basic concept, influence of estimation parameters and practical application. - Karin Schiecke; Britta Pester; Martha Feucht; Lutz Leistritz; Herbert Witte (EMBC, 2015)

Matching Pursuit-Based Time-Variant Bispectral Analysis and its Application to Biomedical Signals. - Karin Schiecke; Matthias Wacker; Franz Benninger; Martha Feucht; Lutz Leistritz; Herbert Witte (IEEE Trans. Biomed. Eng., 2015)

A time domain frequency-selective multivariate granger causality approach. - Lutz Leistritz; Herbert Witte (EMBC, 2016)

Detecting spatially highly resolved network modules: A multi subject approach. - Britta Pester; Feliberto de la Cruz; Karl-Jürgen Bär; Herbert Witte; Lutz Leistritz (EMBC, 2016)

Time-Variant Modeling of Brain Processes. - Lutz Leistritz; Karin Schiecke; Laura Astolfi; Herbert Witte (Proc. IEEE, 2016)

Nonlinear Directed Interactions Between HRV and EEG Activity in Children With TLE. - Karin Schiecke; Britta Pester; Diana Piper; Franz Benninger; Martha Feucht; Lutz Leistritz; Herbert Witte (IEEE Trans. Biomed. Eng., 2016)

Tracking the Reorganization of Module Structure in Time-Varying Weighted Brain Functional Connectivity Networks. - Christoph Schmidt 003; Diana Piper; Britta Pester; Andreas Mierau; Herbert Witte (Int. J. Neural Syst., 2018)