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Brain Computer Interface: EEG Signal Processing
Categories: Books > Computers & Technology > Computer Science > AI & Machine Learning > Machine Theory
ASIN: B0B2KZVLSD
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Brain Computer Interface: EEG Signal Processing discusses electroencephalogram (EEG) signal processing using effective methodology and algorithms. This book provides a basic introduction to EEG and a classification of different components present in EEG. It also helps the reader to understand the scope of processing EEG signals and their associated applications. Further, it covers specific aspects such as epilepsy detection; exploitation of P300 for various applications; design of an EEG acquisition system; and detection of saccade, fix, and blink from EEG and EOG data.
Key Features:
Explains the basis of brain computer interface and how it can be established using different EEG signal characteristicsCovers the detailed classification of different types of EEG signals with respect to their physical characteristicsExplains detection and diagnosis of epileptic seizures from the EEG data of a subjectReviews the design and development of a low-cost and robust EEG acquisition systemProvides mathematical analysis of EEGs, including MATLAB® codes for students to experiment with EEG data
This book is aimed at graduate students and researchers in biomedical, electrical, electronics, communication engineering, healthcare, and cyber physical systems.
ASIN : B0B2KZVLSD
Publisher : CRC Press
Accessibility : Learn more
Publication date : July 29, 2022
Edition : 1st
Language : English
File size : 27.4 MB
Simultaneous device usage : Up to 4 simultaneous devices, per publisher limits
Enhanced typesetting : Not Enabled
X-Ray : Not Enabled
Word Wise : Not Enabled
Format : Print Replica
ISBN-13 : 978-1000595505
Page Flip : Not Enabled
Best Sellers Rank: #3,765,142 in Kindle Store (See Top 100 in Kindle Store) #255 in Medical Biotechnology #576 in Machine Theory (Kindle Store) #694 in Biomedical Engineering
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