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Designing EEG Experiments for Studying the Brain. Design Code and Example Datasets


PREFACEDesigning an EEG ExperimentINTRODUCTIONFUNDAMENTAL OF EEG WAVESDelta Waves (Up to 4 Hz)Theta Waves (4-8 Hz)Alpha Waves (8-13 Hz)Beta Waves (13-25 Hz)Gamma Waves (above 25 Hz)IMPORTANCE OF EXPERIMENT DESIGNEEG EXPERIMENTATION: ETHICAL ISSUES AND GUIDELINESEthical IssuesEthics Approval GuidelinesGeneral PrinciplesParticipants' RightsInformed ConsentParticipant Recruitment and RemunerationEthical Principles of Related External BodiesSAMPLE SIZE COMPUTATIONObjective and Hypothesis of the StudyTarget PopulationStatistical Attributes of Sample SizeStatistical PowerSignificance LevelEffect SizeStandard DeviationTypes and Numbers of Dependent and Independent VariablesGroups, Conditions, and Statistical TestsAvailable SoftwareEXAMPLE OF EXPERIMENT DESIGNObjectiveInstructions to ParticipantStimulus and TimeTrials, Blocks, and ConditionsParticipants' Response and FeedbackEvents Synchronization with EEGEnd of TaskEEG EQUIPMENT AND SOFTWAREEEG Equipment and Data Acquisition SoftwarePresentation SoftwareGUIDELINES FOR EEG DATA ACQUISITIONGeneral Data Acquisition SetupNumber of ElectrodesDry or Gel-Based ElectrodesMontage (Bipolar, Referential)EEG ReferencesSampling RateExperiment DesignPreparation of ParticipantEEG System Check-UpSUMMARYREFERENCESMental StressINTRODUCTIONIMPORTANCE OF MENTAL STRESS EVALUATIONPROBLEM STATEMENTSOFTWARE AND HARDWAREEXPERIMENTAL DESIGN AND PROTOCOLTarget PopulationInclusion CriteriaExclusion CriteriaSample Size CalculationParticipant Selection and RecruitmentExperimental Design and ProcedureHabituation PeriodБ.6.2 Rest ConditionБ.6.3 Mental Arithmetic ConditionStress ConditionControl ConditionRecovery ConditionDETAIL OF ETHICS APPROVALDATA DESCRIPTIONBehavioral DataEEG/ERP DataRELEVANT PAPERSACKNOWLEDGMENTSREFERENCESMajor Depressive DisorderINTRODUCTIONIMPORTANCE OF STUDYING MDDPROBLEM STATEMENTSOFTWARE/HARDWAREEXPERIMENT DESIGN AND PROTOCOLTarget PopulationInclusion CriteriaExclusion CriteriaClinical QuestionnairesSample Size ComputationParticipant RecruitmentEthics ApprovalEXPERIMENTAL TASKS AND PROCEDUREProcedure/MethodologyDATA DESCRIPTIONRELEVANT PAPERSACKNOWLEDGMENTSREFERENCESEpileptic SeizuresINTRODUCTIONClassification of Epileptic SeizuresGeneralized SeizuresPartial SeizuresIMPORTANCE OF STUDYING EPILEPSYPROBLEM STATEMENTDETAILS OF PUBLIC EEG DATABASESUniversity of Bonn DatasetCHB-MIT DatasetEuropean Epileptic DatasetDATASET AVAILABILITYACKNOWLEDGMENTSREFERENCESAlcohol AddictionINTRODUCTIONIMPORTANCE OF STUDYING DRUG ADDICTIONPROBLEM FORMULATIONRESEARCH DESIGNHypothesisSample Size ComputationSubjects DetailsEXPERIMENT PROCEDURESOFTWARE/HARDWARE DETAILSDATA DESCRIPTIONExperiment Data Accompanying This ChapterRELEVANT PAPERSACKNOWLEDGMENTSREFERENCESPassive Polarized and Active Shutter 3D TVsINTRODUCTIONIMPORTANCE OF STUDYING 3D DISPLAY TECHNOLOGIESPROBLEM STATEMENTSOFTWARE AND HARDWARE TOOLSEXPERIMENTAL DESIGN AND PROTOCOLTarget PopulationInclusion CriteriaExclusion CriteriaSample Size ComputationParticipant RecruitmentStimuliExperiment DesignExperiment ProcedureSelf-Report MeasuresSimulator Sickness QuestionnaireSubjective DataDATA DESCRIPTIONExperiment Data Accompanying this ChapterQuestionnaire DataRELEVANT PAPERSACKNOWLEDGMENTSREFERENCESD and 3D Educational ContentsINTRODUCTIONIMPORTANCE OF STUDYING 3D-BASED MULTIMEDIA EDUCATIONAL TOOLSPROBLEM STATEMENTSOFTWARE AND HARDWAREEXPERIMENTAL DESIGN AND PROTOCOLTarget PopulationInclusion CriteriaExclusion CriteriaSample Size CalculationParticipant RecruitmentExperiment DesignGeneral Cognitive Ability TaskLearning Task (3D Animation)Visual Oddball TaskRecall TaskExperiment ProcedureDATA DESCRIPTIONE-Prime ProgramEEG DescriptionExperiment Data Accompanying this BookRELEVANT PAPERSACKNOWLEDGMENTSREFERENCESVisual and Cognitive Fatigue During LearningINTRODUCTIONIMPORTANCE AND SIGNIFICANCE OF VISUAL AND MENTAL FATIGUE DURING LEARNINGPROBLEM STATEMENTSOFTWARE AND HARDWAREEXPERIMENT DESIGN AND PROTOCOLExperiment DesignRaven's Advanced Progressive Matrices (RAPM) TestD Visualization MaterialVisual Oddball TaskExperiment ProcedureDATA DESCRIPTIONEEG/ERP DescriptionSubjective Data DescriptionRELEVANT PAPERSACKNOWLEDGMENTSREFERENCESD Video GamesINTRODUCTIONIMPORTANCE OF STUDYING 3D VIOLENCE GAMEPROBLEM STATEMENTDESCRIPTION OF 2D- AND 3D-BASEDVIDEO GAMESSOFTWARE AND HARDWARE TOOLSEXPERIMENTAL DESIGN AND PROTOCOLTarget PopulationInclusion CriteriaExclusion CriteriaSample Size ComputationExperimental Video Game ContentsExperiment Design and ProcedureEXPERIMENTAL DATA ACCOMPANYING THIS CHAPTERRELEVANT PAPERSACKNOWLEDGMENTSREFERENCESVisually Induced Motion SicknessINTRODUCTIONTypes of StereoscopyIMPORTANCE OF STUDYING VIMS FOR 3D DISPLAYSPROBLEM STATEMENT AND OBJECTIVESVISUALLY INDUCED MOTION SICKNESSMethods of Inducing Motion SicknessSOFTWARE AND HARDWAREEXPERIMENTAL DESIGN AND PROTOCOLStudy PopulationSample Size ComputationSelection CriteriaInclusion CriteriaExclusion CriteriaExperiment DesignVisual StimulusEXPERIMENT DATA ACCOMPANYING THIS BOOKRELEVANT PAPERSACKNOWLEDGMENTSREFERENCESMobile Phone CallsINTRODUCTIONPREVIOUS STUDIESIMPORTANCE OF STUDYING THE EFFECTS OF MOBILE PHONE CALLSPROBLEM DESCRIPTIONSOFTWARE AND HARDWAREEXPERIMENT DESIGN AND PROTOCOLTarget PopulationInclusion CriteriaExclusion CriteriaSample Size CalculationParticipant RecruitmentExperiment DesignExperiment ProcedureDATA DESCRIPTIONACKNOWLEDGMENTSREFERENCESDrivers' Cognitive DistractionINTRODUCTIONIMPORTANCE OF STUDYING DRIVER DISTRACTIONSOFTWARE AND HARDWAREEXPERIMENT DESIGN AND PROTOCOLTarget PopulationInclusion CriteriaExclusion CriteriaSample Size CalculationParticipant RecruitmentExperiment DesignDriving (Primary Task)Cognitive Task (Secondary Task)Experiment ProcedureEEG DATA DESCRIPTIONExperiment Data Accompanying This BookRELEVANT PAPERSACKNOWLEDGMENTSREFERENCESDrivers' DrowsinessINTRODUCTIONIMPORTANCE OF STUDYING DRIVERS' DROWSINESSPROBLEM STATEMENTSOFTWARE AND HARDWAREEXPERIMENT DESIGN AND PROTOCOLTarget PopulationInclusion CriteriaExclusion CriteriaSample Size CalculationExperiment DesignPrecautionsDATA DESCRIPTIONRELEVANT PAPERSACKNOWLEDGMENTSREFERENCESWorking Memory and AttentionINTRODUCTIONIMPORTANCE OF STUDYING WORKING MEMORY ASSESSMENTPROBLEM STATEMENTSOFTWARE AND HARDWAREEXPERIMENTAL DESIGN AND PROTOCOLTarget PopulationSample Size CalculationExperiment DesignDesign of Task 1Experiment ProcedureDATA DESCRIPTIONEEG DescriptionRELEVANT PAPERSACKNOWLEDGMENTSREFERENCES
 
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