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)

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)

Light paths in retinal vessel oximetry. - Martin Hammer; Sabine Leistritz; Lutz Leistritz; Dietrich Schweitzer (IEEE Trans. Biomed. Eng., 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)

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

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

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)

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)

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)

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)

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)

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)

Nonlinear functional connectivity network recovery in the human brain with mutual connectivity analysis (MCA): convergent cross-mapping and non-metric clustering. - Axel Wismüller; Anas Z. Abidin; Adora M. D'Souza; Xixi Wang; Susan K. Hobbs; Lutz Leistritz; Mahesh B. Nagarajan (Biomedical Applications in Molecular, Structural, and Functional Imaging, 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)

Large-scale Granger causality analysis on resting-state functional MRI. - Adora M. D'Souza; Anas Zainul Abidin; Lutz Leistritz; Axel Wismüller (Biomedical Applications in Molecular, Structural, and Functional Imaging, 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)

Identifying HIV associated neurocognitive disorder using large-scale Granger causality analysis on resting-state functional MRI. - Adora M. DSouza; Anas Z. Abidin; Lutz Leistritz; Axel Wismüller (Image Processing, 2017)

Signal-Adaptive Denoising Of Event-Related Potentials. - Lutz Leistritz; Carolin Ligges (EMBC, 2018)

Investigating large-scale Granger causality analysis in presence of noise and varying sampling rate. - Adora M. DSouza; Anas Z. Abidin; Udaysankar Chockanathan; Lutz Leistritz; Axel Wismüller (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2018)

Exploring intrinsic triggers for functional facial electrostimulation based on intramuscular electromyography recordings. - Lutz Leistritz; Christiane Pöschl; Gerd Fabian Volk (EMBC, 2019)

Classification of facial movements in chronic facial palsy based on intramuscular EMG signals recorded from the paretic side. - Lutz Leistritz; Jakob Hochreiter; Fabian E. Bachl; Gerd Fabian Volk (EMBC, 2020)

Automated emotion classification in the early stages of cortical processing: An MEG study. - Mina Kheirkhah; Stefan Brodoehl; Lutz Leistritz; Theresa Götz; Philipp Baumbach; Ralph Huonker; Otto W. Witte; Carsten M. Klingner (Artif. Intell. Medicine, 2021)

One-sample missing DNA-methylation value imputation. - Christelle Kemda Ngueda; Julia Palm; Flavia Remo; André Scherag; Lutz Leistritz (BMC Bioinform., 2025)