Dimension Reduction: from Principle Component Analysis (PCA) to Dynamical Component Analysis (DyCA)
Frühauf, Christine; Kern, Moritz; Korn, Katharina; Uhl, Christian (2020)
In: Ambrosius, U., Gröner, P. (eds): Ansbacher Kaleidoskop 2020, Shaker Verlag, Düren, 192-209.
Determinismus-Test von niedrigdimensionalen Signalen eingebettet in hochdimensionalen multivariaten Zeitreihen: Anwendung auf EEG-Daten
Frühauf, Christine; Hartmann, Steffen; Seifert, Bastian; Uhl, Christian (2020)
Workshop Biosignale 2020, Kiel, 11.03.2020.
Dimensionsreduktion von EEG-Daten mit Dynamical Component Analysis (DyCA)
Kern, Moritz; Korn, Katharina; Uhl, Christian (2020)
Workshop Biosignale 2020. Kiel, 11.03.2020.
Editorial: Recurrence Analysis of Complex Systems Dynamics
beim Graben, Peter; Hutt, Axel; Marwan, Norbert; Uhl, Christian; Webber, Charles (2020)
Frontiers in Applied Mathematics and Statistics 6, 33.
DOI: 10.3389/fams.2020.00033
Open Access Peer Reviewed
Determinism Testing of Low-Dimensional Signals Embedded in High-Dimensional Multivariate Time Series
Frühauf, Christine; Hartmann, Steffen; Seifert, Bastian; Uhl, Christian (2020)
Chaos and Complex Systems. Proceedings of the 5th International Interdisciplinary Chaos Symposium. Springer Nature, Berlin 5, 3-14.
Peer Reviewed
Subspace Detection and Blind Source Separation of Multivariate Signals by Dynamical Component Analysis (DyCA)
Uhl, Christian; Kern, Moritz; Warmuth, Monika; Seifert, Bastian (2020)
IEEE Open Journal of Signal Process 1, 230-241.
Open Access Peer Reviewed
Dimension reduction methods: Principle Component Analysis (PCA), Dynamical Systems Based Modeling (DSBM) and Dynamical Component Analysis (DyCA)
Frühauf, Christine; Kern, Moritz; Korn, Katharina; Uhl, Christian (2020)
In: Ambrosius, U., Gröner, P. (eds): Ansbacher Kaleidoskop 2020, Shaker Verlag, Düren, 192-209.
Application of DSBM to EEG-Data of epileptic seizures
Uhl, Christian (2019)
Workshop on Applied Mathematics - Dynamical Systems. IT4Innovations National Supercomputing Center. Technical University of Ostrava, 01.10.2019..
Dimension reduction methods: Principle Component Analysis (PCA), Dynamical Systems Based Modeling (DSBM) and Dynamical Component Analysis (DyCA)
Uhl, Christian (2019)
Workshop on Applied Mathematics - Dynamical Systems. IT4Innovations National Supercomputing Center. Technical University of Ostrava, 01.10.2019.
Dynamical Component Analysis (DYCA) and Its Application on Epileptic EEG
Korn, Katharina; Seifert, Bastian; Uhl, Christian (2019)
IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings. Brighton, UK, 1100-1104.
DOI: 10.1109/ICASSP.2019.8682601
Open Access
DyCA - Dynamical Component Analysis
Hartmann, Steffen; Korn, Katharina; Seifert, Bastian; Uhl, Christian (2019)
DPG-Frühjahrstagung. Regensburg, 05.04.2019.
Shilnikov Chaos in Epilepsy
Uhl, Christian; Seifert, Bastian (2019)
In: Hutt, A., Haken, H. (eds) Synergetics. Encyclopedia of Complexity and Systems Science Series. Springer, New York, USA.
DOI: 10.1007/978-1-0716-0421-2_728
Fast cosine transform for FCC lattices
Seifert, Bastian; Hüper, Knut; Uhl, Christian (2018)
Proceedings of the 2018 13th APCA International Conference on Control and Soft Computing (CONTROLO). Ponta Delgada, Portugal, 207-212.
Virtual & Rapid Prototyping. Bestandsaufnahme aktueller Produkte und deren Einsatz
Hoyer, Johannes; Uhl, Christian; Beyer, Christiane (2006)
VDI-Verlag, Düsseldorf.
Improvement of Source Localization by Dynamical Systems Based Modeling (DSBM)
Uhl, Christian; Hutt, Axel; Kruggel, Frithjof (2001)
Brain Topography 13 (3), 219-226.
DOI: 10.1023/A:1007859220001
Peer Reviewed
Analysis of Neurophysiological Brain Functioning
Uhl, Christian (1999)
(Springer Series in Synergetics), Springer Berlin, Heidelberg.
DOI: 10.1007/978-3-642-60007-4
Spatio-temporal analysis of human electroencephalograms: Petit-mal epilepsy
Friedrich, Rudolf; Uhl, Christian (1996)
Physica D: Nonlinear Phenomena 98 (1), 171-182.
DOI: 10.1016/0167-2789(96)00059-0
Peer Reviewed
Analysis of spatiotemporal signals of complex systems
Uhl, Christian; Friedrich, Rudolf; Haken, Hermann (1995)
Physical Review E 51 (5), 3890-3900.
DOI: 10.1103/PhysRevE.51.3890
Peer Reviewed
Reconstruction of spatio-temporal signals of complex systems
Uhl, Christian; Friedrich, Rudolf; Haken, Hermann (1993)
Z. Physik B - Condensed Matter 92 (2), 211-219.
DOI: 10.1007/BF01312180
Peer Reviewed
Prof. Dr. Christian Uhl
Hochschule Ansbach
Fakultät Technik
Residenzstr. 8
91522 Ansbach
T 0981 4877-251 christian.uhl[at]hs-ansbach.de