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Designing EEG experiments for studying the brain : = design code and example datasets /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Designing EEG experiments for studying the brain :/ Aamir Saeed Malik, Hafeez Ullah Amin.
其他題名:	design code and example datasets /
作者:	Malik, Aamir Saeed,
其他作者:	Amin, Hafeez Ullah,
面頁冊數:	1 online resource :color illustrations. :
標題:	Electroencephalography. -
電子資源:	https://www.sciencedirect.com/science/book/9780128111406
ISBN:	9780128111413

Designing EEG experiments for studying the brain : = design code and example datasets /
Malik, Aamir Saeed,

Designing EEG experiments for studying the brain :design code and example datasets /Aamir Saeed Malik, Hafeez Ullah Amin. - 1 online resource :color illustrations.

Includes bibliographical references and index.

Front Cover; Designing EEG Experiments for Studying the Brain; Copyright Page; Contents; List of Figures; List of Tables; Preface; 1 Designing an EEG Experiment; 1.1 Introduction; 1.2 Fundamental of EEG Waves; 1.2.1 Delta Waves (Up to 4 Hz); 1.2.2 Theta Waves (4-8 Hz); 1.2.3 Alpha Waves (8-13 Hz); 1.2.4 Beta Waves (13-25 Hz); 1.2.5 Gamma Waves (above 25 Hz); 1.3 Importance of Experiment Design; 1.4 EEG Experimentation: Ethical Issues and Guidelines; 1.4.1 Ethical Issues; 1.4.2 Ethics Approval Guidelines; 1.4.2.1 General Principles; 1.4.2.2 Participants' Rights; 1.4.2.3 Informed Consent.

ISBN: 9780128111413Subjects--Topical Terms:

581307
Electroencephalography.
Index Terms--Genre/Form:

554714
Electronic books.

LC Class. No.: QP376.5

Dewey Class. No.: 616.8/047547

Designing EEG experiments for studying the brain : = design code and example datasets /
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505 0 $a Front Cover; Designing EEG Experiments for Studying the Brain; Copyright Page; Contents; List of Figures; List of Tables; Preface; 1 Designing an EEG Experiment; 1.1 Introduction; 1.2 Fundamental of EEG Waves; 1.2.1 Delta Waves (Up to 4 Hz); 1.2.2 Theta Waves (4-8 Hz); 1.2.3 Alpha Waves (8-13 Hz); 1.2.4 Beta Waves (13-25 Hz); 1.2.5 Gamma Waves (above 25 Hz); 1.3 Importance of Experiment Design; 1.4 EEG Experimentation: Ethical Issues and Guidelines; 1.4.1 Ethical Issues; 1.4.2 Ethics Approval Guidelines; 1.4.2.1 General Principles; 1.4.2.2 Participants' Rights; 1.4.2.3 Informed Consent.
505 8 $a 1.4.2.4 Participant Recruitment and Remuneration1.4.2.5 Ethical Principles of Related External Bodies; 1.5 Sample Size Computation; 1.5.1 Objective and Hypothesis of the Study; 1.5.2 Target Population; 1.5.3 Statistical Attributes of Sample Size; 1.5.3.1 Statistical Power; 1.5.3.2 Significance Level; 1.5.3.3 Effect Size; 1.5.3.4 Standard Deviation; 1.5.4 Types and Numbers of Dependent and Independent Variables; 1.5.5 Groups, Conditions, and Statistical Tests; 1.5.6 Available Software; 1.6 Example of Experiment Design; 1.6.1 Objective; 1.6.2 Instructions to Participant; 1.6.3 Stimulus and Time.
505 8 $a 1.6.4 Trials, Blocks, and Conditions1.6.5 Participants' Response and Feedback; 1.6.6 Events Synchronization with EEG; 1.6.7 End of Task; 1.7 EEG Equipment and Software; 1.7.1 EEG Equipment and Data Acquisition Software; 1.7.2 Presentation Software; 1.8 Guidelines for EEG Data Acquisition; 1.8.1 General Data Acquisition Setup; 1.8.1.1 Number of Electrodes; 1.8.1.2 Dry or Gel-Based Electrodes; 1.8.1.3 Montage (Bipolar, Referential); 1.8.1.4 EEG References; 1.8.1.5 Sampling Rate; 1.8.2 Experiment Design; 1.8.3 Preparation of Participant; 1.8.4 EEG System Check-Up; 1.9 Summary; References.
505 8 $a 2 Mental Stress2.1 Introduction; 2.2 Importance of Mental Stress Evaluation; 2.3 Problem Statement; 2.4 Software and Hardware; 2.5 Experimental Design and Protocol; 2.5.1 Target Population; 2.5.2 Inclusion Criteria; 2.5.3 Exclusion Criteria; 2.5.4 Sample Size Calculation; 2.5.5 Participant Selection and Recruitment; 2.5.6 Experimental Design and Procedure; 2.5.6.1 Habituation Period; 2.5.6.2 Rest Condition; 2.5.6.3 Mental Arithmetic Condition; Level 1; Level 2; Level 3; Level 4; 2.5.6.4 Stress Condition; 2.5.6.5 Control Condition; 2.5.6.6 Recovery Condition; 2.6 Detail of Ethics Approval.
505 8 $a 2.7 Data Description2.7.1 Behavioral Data; 2.7.2 EEG/ERP Data; 2.8 Relevant Papers; Acknowledgments; References; 3 Major Depressive Disorder; 3.1 Introduction; 3.2 Importance of Studying MDD; 3.3 Problem Statement; 3.4 Software/Hardware; 3.5 Experiment Design and Protocol; 3.5.1 Target Population; 3.5.2 Inclusion Criteria; 3.5.3 Exclusion Criteria; 3.5.4 Clinical Questionnaires; 3.5.5 Sample Size Computation; 3.5.6 Participant Recruitment; 3.5.7 Ethics Approval; 3.6 Experimental Tasks and Procedure; 3.6.1 Procedure/Methodology; 3.7 Data Description; 3.8 Relevant Papers; Acknowledgments.
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