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Computational EEG Analysis Methods and Applications Chang-Hwan Im

Name: Computational EEG Analysis Methods and Applications Chang-Hwan Im
SKU: EB-7328178
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Computational EEG Analysis Methods and Applications Chang-Hwan Im Digital Instant Download

Author(s): Chang-Hwan Im

Edition: 1st ed.

File Details: PDF, 6.95 MB

Year: 2018

Language: English

SKU: EB-7328178 Category: Uncategorized Tags: 9789811309083, 9811309086, Applications, Chang-Hwan Im, Computational EEG Analysis

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ISBN-10 : 9811309086
ISBN-13 : 9789811309083
Author : Chang-Hwan Im

This book introduces and reviews all of the currently available methods being used for computational electroencephalogram (EEG) analysis, from the fundamentals through to the state-of-the-art. The aim of the book is to help biomedical engineers and medical doctors who use EEG to better understand the methods and applications of computational EEG analysis from a single, well-organized resource. Following a brief introduction to the principles of EEG and acquisition techniques, the book is divided into two main sections.

Table of contents:

Part I. Introduction

1. Basics of EEG: Generation, Acquisition, and Applications of EEG

Part II. Methods

2. Preprocessing of EEG

3. EEG Spectral Analysis

4. The Analysis of Event-Related Potentials

5. EEG Source Imaging and Multimodal Neuroimaging

6. Methods for Functional Connectivity Analysis

Part III. Applications

7. Computational EEG Analysis for the Diagnosis of Psychiatric Illnesses

8. Analysis of EEG in Medically Intractable Epilepsy