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2010 – 2019
- 2018
[j32]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): 1750051:1-1750051:26 (2018)- 2016
- [j31]Lutz Leistritz, Karin Schiecke, Laura Astolfi, Herbert Witte:
Time-Variant Modeling of Brain Processes. Proc. IEEE 104(2): 262-281 (2016) - [j30]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): 2497-2504 (2016) - [c25]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: 5481-5484 - [c24]Lutz Leistritz, Herbert Witte:
A time domain frequency-selective multivariate granger causality approach. EMBC 2016: 5485-5488 - 2015
- [j29]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): 1937-1948 (2015) - [c23]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: 5380-5383 - [c22]Karin Schiecke, Britta Pester, Martha Feucht, Lutz Leistritz, Herbert Witte:
Convergent Cross Mapping: Basic concept, influence of estimation parameters and practical application. EMBC 2015: 7418-7421 - 2014
- [j28]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): 1798-1808 (2014) - [c21]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: 2797-2800 - [c20]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: 6377-6380 - 2012
- [j27]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: 910380:1-910380:12 (2012) - [c19]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: 6192-6195 - 2011
- [j26]Matthias Wacker, Herbert Witte:
On the Stability of the n: m Phase Synchronization Index. IEEE Trans. Biomed. Eng. 58(2): 332-338 (2011) - [j25]Matthias Wacker, Herbert Witte:
Adaptive Phase Extraction: Incorporating the Gabor Transform in the Matching Pursuit Algorithm. IEEE Trans. Biomed. Eng. 58(10): 2844-2851 (2011) - [j24]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): 3069-3077 (2011) - [c18]S. Reulecke, Steffen Schulz, Reinhard Bauer, Herbert Witte, Andreas Voss:
Quantification of cardiovascular and cardiorespiratory coupling during hypoxia with Joint Symbolic Dynamics. EMBC 2011: 2695-2698 - 2010
- [j23]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) - [c17]Matthias Wacker, Miroslaw Galicki, Herbert Witte:
Frequency Tracking with Spline Based Chirp Atoms. ICISP 2010: 254-261
2000 – 2009
- 2009
- [j22]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): 722-737 (2009) - 2008
- [j21]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): 139-157 (2008) - [j20]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) - [j19]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): 902-913 (2008) - 2007
- [j18]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): 130-136 (2007) - 2006
- [j17]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): 1077-1083 (2006) - [j16]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): 2289-2299 (2006) - [c16]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: 1454-1457 - [c15]Lutz Leistritz, Peter Putsche, Jens Haueisen, Herbert Witte:
Model-related analysis of EEG burst patterns in sedated patients. EMBC 2006: 6347-6350 - 2005
- [j15]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): 2137-2160 (2005) - 2004
- [j14]Miroslaw Galicki, Lutz Leistritz, Ernst Bernhard Zwick, Herbert Witte:
Improving Generalization Capabilities of Dynamic Neural Networks. Neural Comput. 16(6): 1253-1282 (2004) - 2003
- [j13]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): 303-312 (2003) - [j12]Herbert Witte, Leon D. Iasemidis, Brian Litt:
Special issue on epileptic seizure prediction. IEEE Trans. Biomed. Eng. 50(5): 537-539 (2003) - [j11]Herbert Witte, Bärbel Schack:
Quantification of phase coupling and information transfer between electroencephalographic (EEG) signals: Analysis strategies, models and simulations. Theory Biosci. 122(4): 361-381 (2003) - 2002
- [j10]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): 431-446 (2002) - [j9]Lutz Leistritz, Miroslaw Galicki, Herbert Witte, Eberhard F. Kochs:
Training trajectories by continuous recurrent multilayer networks. IEEE Trans. Neural Networks 13(2): 283-291 (2002) - [c14]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 - [c13]Miroslaw Galicki, Lutz Leistritz, Herbert Witte:
Learning the Dynamic Neural Networks with the Improvement of Generalization Capabilities. ICANN 2002: 377-382 - 2001
- [j8]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): 206-218 (2001) - [j7]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): 1513-1518 (2001) - [c12]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 - 2000
- [c11]Miroslaw Galicki, Lutz Leistritz, Herbert Witte:
Improved Learning of Multiple Continuous Trajectories with Initial Network State. IJCNN (3) 2000: 15-20
1990 – 1999
- 1999
- [j6]Miroslaw Galicki, Lutz Leistritz, Herbert Witte:
Learning continuous trajectories in recurrent neural networks with time-dependent weights. IEEE Trans. Neural Networks 10(4): 741-756 (1999) - [c10]Herbert Witte, Matthias 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: 374-379 - 1998
- [j5]Matthias Arnold, Wolfgang H. R. Miltner, Herbert Witte, Reinhard Bauer, Christoph Braun:
Adaptive AR modeling of nonstationary time series by means of Kalman filtering. IEEE Trans. Biomed. Eng. 45(5): 553-562 (1998) - [j4]Ulrich Möller, Miroslaw Galicki, Eva Baresova, Herbert Witte:
An efficient vector quantizer providing globally optimal solutions. IEEE Trans. Signal Process. 46(9): 2515-2529 (1998) - [c9]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: 1250-1254 - [c8]Lutz Leistritz, Miroslaw Galicki, Herbert Witte:
Training Continuous Trajectories by Means of Dynamic Neural Networks with Time Dependent Weights. NC 1998: 591-596 - 1997
- [j3]Miroslaw Galicki, Ulrich Möller, Herbert Witte:
Neural Clustering Networks based on Global Optimisation of Prototypes in Metric Spaces. Neural Comput. Appl. 5(1): 2-13 (1997) - [j2]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) - [j1]Axel Doering, Miroslaw Galicki, Herbert Witte:
Structure optimization of neural networks with the A*-algorithm. IEEE Trans. Neural Networks 8(6): 1434-1445 (1997) - [c7]Axel Doering, Miroslaw Galicki, Herbert Witte:
Admissibility and Optimality of the Cascade-Correlation Algorithm. ICANN 1997: 505-510 - 1996
- [c6]Katrin Hoffmann, Martha Feucht, Herbert Witte, Franz Benninger:
Anwendung von Hilbert-Transformation und Neuronalen Netzen zur topographischen Klassifikation rolandischer Spikeaktivität. GMDS 1996: 203-207 - [c5]Matthias Arnold, Axel Doering, Herbert Witte:
Adaptive Hilbert-Transformation für die EEG-Segmentierung und die Berechnung der momentanen Atemfrequenz von Neugeborenen. GMDS 1996: 208-212 - [c4]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: 219-223 - [c3]Ulrich Möller, Miroslaw Galicki, Herbert Witte:
Fast vector quantizer on neural clustering networks providing globally optimal cluster solutions. ICPR 1996: 351-355 - 1994
- [c2]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: 137-141 - 1993
- [c1]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
Coauthor Index
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