Название: EEG-Based Brain-Computer Interfaces: Cognitive Analysis and Control Applications Автор: Dipali Bansal, Rashima Mahajan
Издательство: Academic Press
Год: 2019
Страниц: 212
Язык: английский
Формат: True PDF
Размер: 20.38 MB
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-blinking
Demonstrates how to use EEGs to develop more intuitive BCIs in real-time scenarios
Includes algorithms and scenarios that interface with MATLAB software for interactive use
Contents:
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
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