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)
Ansbacher Kaleidoskop 2020. Düren: Shaker Verlag (campus_edition Hochschule Ansbach) 2020, 192-209.
Open Access
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)
2019 IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings. Brighton, UK, 12.-17.05.2019. Piscataway, NJ: IEEE, 1100-1104.
DOI: 10.1109/ICASSP.2019.8682601
Open Access Peer Reviewed
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)
Encyclopedia of Complexity and Systems Science. Berlin: Springer.
Model-driven dimensionality reduction of epileptic EEG data
Adamski, Dennis; Hartmann, Steffen; Seifert, Bastian; Uhl, Christian (2018)
BMT 2018 - 52nd Annual Conference of the German Society for Biomedical Engineering (DGBMT within VDE), 26.09.2018 - 28.09.2018 Aachen.
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, 04.-06.06.2018. Piscataway, NJ: IEEE, 207-212.
Peer Reviewed
Linear stability analysis of epileptic seizure models
Hartmann, Steffen; Adamski, Dennis; Seifert, Bastian; Uhl, Christian (2018)
BMT 2018 - 52nd DGBMT Annual Conference - BMT 2018, 26.-28.09.2018.,Aachen.
Analytic Quantification of Shilnikov Chaos in Epileptic EEG Data
Seifert, Bastian; Adamski, Dennis; Uhl, Christian (2018)
Front. Appl. Math. Stat. 4 , 57.
Dynamical Component Analysis (DYCA): Dimensionality Reduction for High-Dimensional Deterministic Time-Series
Seifert, Bastian; Korn, Katharina; Hartmann, Steffen; Uhl, Christian (2018)
Proceedings of MLSP2018. 2018 IEEE International Workshop on Machine Learning for Signal Processing, September 17-20, Aalborg, Denmark. Piscataway, NJ: IEEE, 1-6.
Peer Reviewed
Modellierung von EEG-Daten epileptischer Absencen: Dimensionsreduktion auf Shilnikov-Attraktoren
Adamski, Dennis; Hartmann, Steffen; Seifert, Bastian; Uhl, Christian (2018)
Workshop Biosignale 2018. Deutsche Gesellschaft für Biomedizinische Technik. Erfurt, 22.03.2018.
Modellierung von EEG-Daten epileptischer Absencen: Dimensionsreduktion auf Shilnikov-Attraktoren
Adamski, Dennis; Hartmann, Steffen; Seifert, Bastian; Uhl, Christian (2018)
Workshop Biosignale 2018. Deutsche Gesellschaft für Biomedizinische Technik. Erfurt, 22.03.2018.
On Cooley-Tukey-type-algorithms based on generalized Chebyshev polynomials
Seifert, Bastian; Hüper, Knut; Uhl, Christian (2017)
FoCM 2017, 10.-19.07.2017, Barcelona.
Parameterschätzung nicht-linearer Differentialgleichungsmodelle via globaler Optimierung
Adamski, Dennis; Seifert, Bastian; Uhl, Christian (2017)
MATLAB EXPO 2017. MathWorks. München, 27.06.2017.
Dynamical Systems Based Modeling
Seifert, Bastian; Uhl, Christian (2016)
80. Jahrestagung der DPG und DPG-Frühjahrstagung. Deutsche Physikalische Gesellschaft e.V. Regensburg, 06.-11.03.2016.
DSBM - Dynamical Systems Based Modeling: An Overview
Uhl, Christian; Seifert, Bastian (2016)
Ansbacher Kaleidoskop 2016. Aachen: Shaker Verlag (campus_edition Hochschule Ansbach), 123-138.
Time-Frequency Analysis of Signals with Different noise models: Advantages of Multitaper and Wavelet Transformation Compared to Fourier Analysis
Weeger, Nicolas; Singh, Maical; Jordanov, Todor; Uhl, Christian (2015)
Applied Research Conference 2015. ARC 2015. Nürnberg, 03.07.2015. Berlin: Pro Business, 544-551.
Application of DSBM on Simulated EEG Data
Öchsner, Bernd; Weeger, Nicolas; Uhl, Christian (2014)
Applied Research Conference 2014. ARC 2014. 5th July 2014. Ingolstadt. Herzogenrath: Shaker, 374-380.
Prof. Dr. Christian Uhl
Hochschule Ansbach
Hochschule Ansbach - Fakultät Technik
Residenzstr. 8
91522 Ansbach
T 0981 4877-251 christian.uhl[at]hs-ansbach.de