Lutz Leistritz

According to our database1, Lutz Leistritz authored at least 35 papers between 1998 and 2021.

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Bibliography

2021
Automated emotion classification in the early stages of cortical processing: An MEG study.
Artif. Intell. Medicine, 2021

2020
Classification of facial movements in chronic facial palsy based on intramuscular EMG signals recorded from the paretic side.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
Exploring intrinsic triggers for functional facial electrostimulation based on intramuscular electromyography recordings.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
Investigating large-scale Granger causality analysis in presence of noise and varying sampling rate.
Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018

Signal-Adaptive Denoising Of Event-Related Potentials.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
Identifying HIV associated neurocognitive disorder using large-scale Granger causality analysis on resting-state functional MRI.
Proceedings of the Medical Imaging 2017: Image Processing, 2017

2016
Nonlinear Directed Interactions Between HRV and EEG Activity in Children With TLE.
IEEE Trans. Biomed. Eng., 2016

Time-Variant Modeling of Brain Processes.
Proc. IEEE, 2016

Large-scale Granger causality analysis on resting-state functional MRI.
Proceedings of the Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging, San Diego, California, United States, 27 February, 2016

Detecting spatially highly resolved network modules: A multi subject approach.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

A time domain frequency-selective multivariate granger causality approach.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Matching Pursuit-Based Time-Variant Bispectral Analysis and its Application to Biomedical Signals.
IEEE Trans. Biomed. Eng., 2015

Nonlinear functional connectivity network recovery in the human brain with mutual connectivity analysis (MCA): convergent cross-mapping and non-metric clustering.
Proceedings of the Medical Imaging 2015: Biomedical Applications in Molecular, 2015

Convergent Cross Mapping: Basic concept, influence of estimation parameters and practical application.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Identification of whole-brain network modules based on a large scale Granger Causality approach.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Impact of multivariate granger causality analyses with embedded dimension reduction on network modules.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Advantages of signal-adaptive approaches for the nonlinear, time-variant analysis of heart rate variability of children with temporal lobe epilepsy.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2012
An Analytical Approach to Network Motif Detection in Samples of Networks with Pairwise Different Vertex Labels.
Comput. Math. Methods Medicine, 2012

Towards the time varying estimation of complex brain connectivity networks by means of a General Linear Kalman Filter approach.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

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.
NeuroImage, 2010

2009
Modelling and analysis of time-variant directed interrelations between brain regions based on BOLD-signals.
NeuroImage, 2009

2008
Analysis and modeling of time-variant amplitude-frequency couplings of and between oscillations of EEG bursts.
Biol. Cybern., 2008

2007
Identifying mutual information transfer in the brain with differential-algebraic modeling: Evidence for fast oscillatory coupling between cortical somatosensory areas 3b and 1.
NeuroImage, 2007

2006
Application of Generalized Dynamic Neural Networks to Biomedical Data.
IEEE Trans. Biomed. Eng., 2006

Model-related analysis of EEG burst patterns in sedated patients.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005
Comparison of linear signal processing techniques to infer directed interactions in multivariate neural systems.
Signal Process., 2005

2004
Improving Generalization Capabilities of Dynamic Neural Networks.
Neural Comput., 2004

2002
Training trajectories by continuous recurrent multilayer networks.
IEEE Trans. Neural Networks, 2002

Learning the Dynamic Neural Networks with the Improvement of Generalization Capabilities.
Proceedings of the Artificial Neural Networks, 2002

2001
Initial state training procedure improves dynamic recurrent networks with time-dependent weights.
IEEE Trans. Neural Networks, 2001

Light paths in retinal vessel oximetry.
IEEE Trans. Biomed. Eng., 2001

2000
Improved Learning of Multiple Continuous Trajectories with Initial Network State.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999
Learning continuous trajectories in recurrent neural networks with time-dependent weights.
IEEE Trans. Neural Networks, 1999

1998
Training Continuous Trajectories by Means of Dynamic Neural Networks with Time Dependent Weights.
Proceedings of the International ICSC / IFAC Symposium on Neural Computation (NC 1998), 1998

Multimodal Time-variant Signal Analysis of Neonatal EEG Burst Patterns.
Proceedings of the MEDINFO '98, 1998


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