Jens Kohlmorgen
Fraunhofer Institute for Open Communication Systems(DE)
Publications by Year
Research Areas
Time Series Analysis and Forecasting, Neural Networks and Applications, EEG and Brain-Computer Interfaces, Blind Source Separation Techniques, Chaos control and synchronization
Most-Cited Works
- → Predicting time series with support vector machines(1997)979 cited
- → Boosting bit rates and error detection for the classification of fast-paced motor commands based on single-trial EEG analysis(2003)227 cited
- → Improving Human Performance in a Real Operating Environment through Real-Time Mental Workload Detection(2007)178 cited
- → Using support vector machines for time series prediction(1999)146 cited
- → Annealed Competition of Experts for a Segmentation and Classification of Switching Dynamics(1996)93 cited
- A Dynamic HMM for On-line Segmentation of Sequential Data(2001)
- → Identification of nonstationary dynamics in physiological recordings(2000)50 cited
- Analysis of switching dynamics with competing neural networks(1995)
- Hidden Markov mixtures of experts with an application to EEG recordings from sleep(1999)