Herbert Witte

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. Comp. Math. Methods in Medicine 2012 (2012)

Matthias Wacker, Herbert Witte: On the Stability of the n: m Phase Synchronization Index. IEEE Trans. Biomed. Engineering 58(2): 332-338 (2011)

Matthias Wacker, Herbert Witte: Adaptive Phase Extraction: Incorporating the Gabor Transform in the Matching Pursuit Algorithm. IEEE Trans. Biomed. Engineering 58(10): 2844-2851 (2011)

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. Engineering 58(11): 3069-3077 (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): 960-969 (2010)

Matthias Wacker, Miroslaw Galicki, Herbert Witte: Frequency Tracking with Spline Based Chirp Atoms. ICISP 2010: 254-261

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. Biological Cybernetics 99(2): 139-157 (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): 23-34 (2008)

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. Engineering 55(3): 902-913 (2008)

Karin Schwab, Michael Eiselt, Peter Putsche, M. Helbig, Herbert Witte: Time-variant parametric estimation of transient quadratic phase couplings between heart rate components in healthy neonates. Med. Biol. Engineering and Computing 44(12): 1077-1083 (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. Engineering 53(11): 2289-2299 (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 Processing 85(11): 2137-2160 (2005)

Miroslaw Galicki, Lutz Leistritz, Ernst Bernhard Zwick, Herbert Witte: Improving Generalization Capabilities of Dynamic Neural Networks. Neural Computation 16(6): 1253-1282 (2004)

Eva Möller, Bärbel Schack, Nuria Vath, Herbert Witte: Fitting of one ARMA model to multiple trials increases the time resolution of instantaneous coherence. Biological Cybernetics 89(4): 303-312 (2003)

Herbert Witte, Leon D. Iasemidis, Brian Litt: Special issue on epileptic seizure prediction. IEEE Trans. Biomed. Engineering 50(5): 537-539 (2003)

Herbert Witte, Bärbel Schack: Quantification of phase coupling and information transfer between electroencephalographic (EEG) signals: Analysis strategies, models and simulations. Theory in Biosciences 122(4): 361-381 (2003)

Lutz Leistritz, Miroslaw Galicki, Herbert Witte, Eberhard F. Kochs: Training trajectories by continuous recurrent multilayer networks. IEEE Transactions on Neural Networks 13(2): 283-291 (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: 342-345

Miroslaw Galicki, Lutz Leistritz, Herbert Witte: Learning the Dynamic Neural Networks with the Improvement of Generalization Capabilities. ICANN 2002: 377-382

Lutz Leistritz, Miroslaw Galicki, Herbert Witte, Eberhard F. Kochs: Initial state training procedure improves dynamic recurrent networks with time-dependent weights. IEEE Transactions on Neural Networks 12(6): 1513-1518 (2001)

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: 247-251

Miroslaw Galicki, Lutz Leistritz, Herbert Witte: Improved Learning of Multiple Continuous Trajectories with Initial Network State. IJCNN (3) 2000: 15-20

Miroslaw Galicki, Lutz Leistritz, Herbert Witte: Learning continuous trajectories in recurrent neural networks with time-dependent weights. IEEE Transactions on Neural Networks 10(4): 741-756 (1999)

Ulrich Möller, Miroslaw Galicki, Eva Baresova, Herbert Witte: An efficient vector quantizer providing globally optimal solutions. IEEE Transactions on Signal Processing 46(9): 2515-2529 (1998)

Lutz Leistritz, Miroslaw Galicki, Herbert Witte: Training Continuous Trajectories by Means of Dynamic Neural Networks with Time Dependent Weights. NC 1998: 591-596

Miroslaw Galicki, Ulrich Möller, Herbert Witte: Neural Clustering Networks based on Global Optimisation of Prototypes in Metric Spaces. Neural Computing and Applications 5(1): 2-13 (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): 1153-1163 (1997)

Axel Doering, Miroslaw Galicki, Herbert Witte: Structure optimization of neural networks with the A*-algorithm. IEEE Trans. Neural Netw. Learning Syst. 8(6): 1434-1445 (1997)

Axel Doering, Miroslaw Galicki, Herbert Witte: Admissibility and Optimality of the Cascade-Correlation Algorithm. ICANN 1997: 505-510

K. Hoffmann, M. Feucht, Herbert Witte, F. Benninger: Anwendung von Hilbert-Transformation und Neuronalen Netzen zur topographischen Klassifikation rolandischer Spikeaktivität. GMDS 1996: 203-207

M. Arnold, Axel Doering, Herbert Witte: Adaptive Hilbert-Transformation für die EEG-Segmentierung und die Berechnung der momentanen Atemfrequenz von Neugeborenen. GMDS 1996: 208-212

Herbert Witte, M. Arnold, Axel Doering, Jens Dörschel, Miroslaw Galicki, Michael Eiselt: Simultanes Anlernen von Neuronalem Netz und Signalverarbeitung für Mustererkennungsaufgaben im Neugeborenenmonitoring. GMDS 1994: 137-141

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: 271-280