Lutz Leistritz

Publication Activity (10 Years)

Years Active: 1998-2021
Publications (10 Years): 11

Top Topics

Functional Connectivity

Granger Causality

Dimension Reduction

Top Venues

Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging

IEEE Trans. Biomed. Eng.

Artif. Intell. Medicine

Publications

Mina Kheirkhah, Stefan Brodoehl, Lutz Leistritz, Theresa Götz, Philipp Baumbach, Ralph Huonker, Otto W. Witte, Carsten M. Klingner
Automated emotion classification in the early stages of cortical processing: An MEG study. Artif. Intell. Medicine 115 (2021)
Lutz Leistritz, Jakob Hochreiter, Fabian E. Bachl, Gerd Fabian Volk
Classification of facial movements in chronic facial palsy based on intramuscular EMG signals recorded from the paretic side. EMBC (2020)
Lutz Leistritz, Christiane Pöschl, Gerd Fabian Volk
Exploring intrinsic triggers for functional facial electrostimulation based on intramuscular electromyography recordings. EMBC (2019)
Lutz Leistritz, Carolin Ligges
Signal-Adaptive Denoising Of Event-Related Potentials. EMBC (2018)
Adora M. DSouza, Anas Z. Abidin, Udaysankar Chockanathan, Lutz Leistritz, Axel Wismüller
Investigating large-scale Granger causality analysis in presence of noise and varying sampling rate. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2018)
Adora M. DSouza, Anas Z. Abidin, Lutz Leistritz, Axel Wismüller
Identifying HIV associated neurocognitive disorder using large-scale Granger causality analysis on resting-state functional MRI. Medical Imaging: Image Processing (2017)
Adora M. D'Souza, Anas Zainul Abidin, Lutz Leistritz, Axel Wismüller
Large-scale Granger causality analysis on resting-state functional MRI. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2016)
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)
Axel Wismüller, Anas Z. Abidin, Adora M. D'Souza, Xixi Wang, Susan K. Hobbs, Lutz Leistritz, Mahesh B. Nagarajan
Nonlinear functional connectivity network recovery in the human brain with mutual connectivity analysis (MCA): convergent cross-mapping and non-metric clustering. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (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)
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)
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)
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)
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)
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)
Lutz Leistritz, Miroslaw Galicki, Herbert Witte, Eberhard F. Kochs
Training trajectories by continuous recurrent multilayer networks. IEEE Trans. Neural Networks 13 (2) (2002)
Miroslaw Galicki, Lutz Leistritz, Herbert Witte
Learning the Dynamic Neural Networks with the Improvement of Generalization Capabilities. ICANN (2002)
Martin Hammer, Sabine Leistritz, Lutz Leistritz, Dietrich Schweitzer
Light paths in retinal vessel oximetry. IEEE Trans. Biomed. Eng. 48 (5) (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)
Miroslaw Galicki, Lutz Leistritz, Herbert Witte
Learning continuous trajectories in recurrent neural networks with time-dependent weights. IEEE Trans. Neural Networks 10 (4) (1999)
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)