Dipali Bansal, Rashima Mahajan

EEG-Based Brain-Computer Interfaces (eBook, ePUB)

Cognitive Analysis and Control Applications

• Format: ePub

Produktbeschreibung

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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Produktdetails

• Verlag: Elsevier Science & Techn.
• Seitenzahl: 220
• Erscheinungstermin: 14. März 2019
• Englisch
• ISBN-13: 9780128146880
• Artikelnr.: 55849940

Autorenporträt

Dr. Dipali Bansal is the Dean of Engineering at Graphic Era (Deemed to be University), Dehradun, India. She is part of a 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, namely ECG, EMG, EEG signals, using professional tools like MATLAB and LabVIEW. She got her Bachelor's degree from BIT Sindri and obtained a PhD in Bio-signal Processing from Jamia Millia Islamia Central University, New Delhi, India. In more than two decades of her professional career, she has honed her skills as an academician, a researcher, and also as an administrator.