目次

Part I. Building up a theoretical background for Brain-Computer Interface-based applications in Human-Machine Systems 1. Human-Machine Systems 2. Brain-Computer Interfacing in a nutshell 2.1. BCI research 3. An overview of current research in the field of BCI 4. Neuroscientific Background 5. Techniques from Signal Processing and Machine Learning 6. A broadened approach to Brain-Computer Interfaces Part II. Studies on passive BCIs 7. Benchmarking classification schemes for movement related brain activity 8. A passive BCI for detecting perceived loss of control 9. A passive BCI for automated adaptation based on error responses Part III. Studies on the optimization of applicability of current BCI systems 10. A hybrid BCI combining gaze and BCI control for touchless HMI 11. A validation study of dry electrodes Part IV. Discussion, Conclusions and Outlook 12. Discussion 13. Conclusions 14. Outlook