دانلود کتاب رابط کامپیوتر مغز: پردازش سیگنال EEG
Brain Computer Interface: EEG Signal Processing 1st Edition
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® 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.
Contents
۱ Introduction
۲ Fundamentals of EEG Signals
۳ Signal Processing for EEGs
۴ Software and Hardware for EEG for Capturing and Analysis
۵ Protocol and Process of EEG Data Acquisition
۶ Methods to Detect Blink from the EEG Signal
۷ Saccade and Fix Detection from EOG Signals
۸ Detection of P300 and Its Applications
۹ Brain Computer Interface Using P300
۱۰ Designing an EEG Acquisition System
۱۱ A Method to Localize the Pupil of the Eye for Point of Gaze Estimation
۱۲ Detection of Epileptic Seizures from EEG Data
لینک کوتاه : https://bookbaz.ir/?p=527308
نویسنده : Narayan Panigrahi
ناشر : CRC Press; 1st edition
سال انتشار : 2023
زبان کتاب : انگلیسی
نوع فایل : PDF (نسخه اصلی)
تعداد صفحات : 225
(ISBN) شابک : 1032148411
قیمت کتاب درآمازون : $50.39
حجم فایل : 17 MB
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