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Brain Computer Interface: EEG Signal Processing

AUTHOR Mohanty, Saraju P.; Panigrahi, Narayan
PUBLISHER CRC Press (07/29/2022)
PRODUCT TYPE Hardcover (Hardcover)

Description

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 characteristics
  • Covers the detailed classification of different types of EEG signals with respect to their physical characteristics
  • Explains detection and diagnosis of epileptic seizures from the EEG data of a subject
  • Reviews the design and development of a low-cost and robust EEG acquisition system
  • Provides mathematical analysis of EEGs, including MATLAB(R) 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.

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Product Format
Product Details
ISBN-13: 9781032148410
ISBN-10: 1032148411
Binding: Hardback or Cased Book (Sewn)
Content Language: English
More Product Details
Page Count: 214
Carton Quantity: 30
Product Dimensions: 6.00 x 0.56 x 9.00 inches
Weight: 1.03 pound(s)
Feature Codes: Bibliography, Index, Illustrated
Country of Origin: US
Subject Information
BISAC Categories
Medical | Biotechnology
Medical | Machine Theory
Medical | Human-Computer Interaction (HCI)
Dewey Decimal: 616.804
Library of Congress Control Number: 2021059610
Descriptions, Reviews, Etc.
publisher marketing

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 characteristics
  • Covers the detailed classification of different types of EEG signals with respect to their physical characteristics
  • Explains detection and diagnosis of epileptic seizures from the EEG data of a subject
  • Reviews the design and development of a low-cost and robust EEG acquisition system
  • Provides mathematical analysis of EEGs, including MATLAB(R) 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.

Show More
List Price $140.00
Your Price  $138.60
Hardcover