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
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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
At Manav Rachna International Institute of Research & Studies and in her two decades of professional career, Professor (Dr.) Dipali Bansal has focused on education so as to awaken joy in creative expression, knowledge and technology innovation. Dr. Bansal did her Bachelors in Electronics & Communication Engineering from BIT Sindri, a renowned and sought after learning hub and has also earned a PhD degree from Jamia Milia Islamia, New Delhi where she worked on Digital Signal processing and its applications in home health care. She is a part of curiosity driven research group working in the field of bio-signal processing that brings together experimental and theoretical techniques and approaches in acquiring and analyzing human physiological parameters viz. ECG, EMG, EEG signals using professional tools like MATLAB and LabVIEW. Dr Bansal has over 70 publications in prestigious indexed journals and conferences and has mentored 08 PhD scholars.
Dr. Rashima possesses 14 years of strong professional record in teaching/research at institutes of high repute including Manav Rachna International Institute of Research and Studies, GD Goenka University Gurgaon and dedicated research centre like National Brain Research Centre (NBRC) Manesar, India. She did her Masters and Bachelors in Electronics & Communication Engineering. During her PhD work, she has worked in the field of bio-signal processing by acquiring and analyzing human cardiac (ECG) and neural (EEG) responses. Her research interests include biomedical signal processing especially brain mapping via EEG/MRI and Image processing towards development of automated diagnostic tools using MATLAB/Python as signal processing tools. She has published and contributed more than 35 quality publications in International refereed journals, conferences and as book chapters.