EEG-Based Brain-Computer Interfaces: Cognitive Analysis and Control Applications

EEG-Based Brain-Computer Interface: Cognitive Analysis and Control Applications provides a technical approach to using brain signals for control applications, along with the EEG-related advances in BCI. The research and techniques in this book discuss time and frequency domain analysis on deliberate eye-blinking data as the basis for EEG-triggering control applications. In addition, the book provides experimental scenarios and features algorithms for acquiring real-time EEG signals using commercially available units that interface with MATLAB software for acquisition and control.

Details techniques for multiple types of analysis (including ERP, scalp map, sub-band power and independent component) to acquire data from deliberate eye-blinkingDemonstrates how to use EEGs to develop more intuitive BCIs in real-time scenariosIncludes algorithms and scenarios that interface with MATLAB software for interactive use

1. Introduction 2. EEG based Brain Computer Interfacing (BCI) 3. Real time EEG Acquisition 4. Cognitive Analysis: Time Domain 5. Cognitive Analysis: Frequency Domain 6. EEG Based BCI—Control Applications 7. Conclusion