djangraw/EegAndEye
版本 1.0.0.0 (25.0 MB) 作者:
David Jangraw
MATLAB scripts for EEG/eye position data analysis
共享 'djangraw/EegAndEye'
Various MATLAB scripts for EEG/eye position data analysis. See the FormatFigures folder for broadly applicable visualization functions, StructsAndFiles for struct manipulation, and LogReg for machine learning functions. Many of the other folders are for specific experiments.
引用格式
David Jangraw (2024). djangraw/EegAndEye (https://github.com/djangraw/EegAndEye), GitHub. 检索来源 .
需要
The code in this repository makes use of functions from the EEGLAB software (http://sccn.ucsd.edu/eeglab/install.html) and its logistic regression plugin (http://liinc.bme.columbia.edu/downloads/lr1.2_plugin.tar.gz).
MATLAB 版本兼容性
创建方式
R2013a
兼容任何版本
平台兼容性
Windows macOS Linux类别
- Sciences > Neuroscience > Human Brain Mapping > EEG/MEG/ECoG >
- Sciences > Neuroscience > Behavior and Psychophysics > Eye Tracking >
- Engineering > Biomedical Engineering > Biomedical Signal Processing >
在 Help Center 和 MATLAB Answers 中查找有关 EEG/MEG/ECoG 的更多信息
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Start Hunting!3DSearch
- AddSyncField
- ClassifyWithEegAndDwellTime
- ClassifyWithPupilSize_v3.m
- Correlate3dsYValues
- DEMO_ARTIFACT_MOVIE.m
- GetEegPredictedTargets
- Process3dsData
- Process3dsData_MultiSubject.m
- Run3dsTagTspGui
- TEMP_ClassifyWithDwellTime.m
- TEMP_ClassifyWithPupilSize.m
- TEMP_ClassifyWithPupilSize_v2.m
- TEMP_Make3dsErps
- TEMP_QuantifyTimingOffsets.m
3DSearch/3DS-v4
3DSearch/3DS-v5
- find_blinkevents
- find_buttonevents
- find_eyesamples
- find_fixationevents
- find_saccadeevents
- find_writeioport
- Import_3DS_Data
- Import_3DS_Data_v2
3DSearch/ButtonAnalysis
- AllSubjects_RTHistogram.m
- CheckButtonPress
- CompiledRTHistogram
- CreateRTHistogram
- RemoveIncorrectTrials
- RemoveIncorrectTrials
- TimeBetweenEvents
3DSearch/ConferenceFigures
- PlotBionavFigures_03302012.m
- ProduceIeeeBootstrapplot.m
- ProduceIeeeErps.m
- ProduceIeeeSaccadeTimes.m
- ProduceIeeeScalpmaps.m
- ProduceIeeeTimeBinHists.m
- ProduceTurkeyAzComparison.m
- TEMP_MakeEfficiencyPlots.m
3DSearch/Consolidate
3DSearch/ERPs
3DSearch/EeglabHelperFunctions
3DSearch/EeglabReplacements
3DSearch/Epoching
3DSearch/EventAdding
3DSearch/EventCalculation
- ChangeSacToObjThresholds
- EyelinkToEegTimes
- GetFirstAppears
- GetFirstSaccades
- GetFrameTimes
- GetRecognizableTimes
- GetVisibleTimes
- get_objecttimes
- MakeEventsMatrix
3DSearch/EyeMovements
- AnalyzeEyeEvents.m
- ApplyEyeCalibration
- ApplyEyePosCorrection
- BlinkRange
- DistToObject
- DistToObjectCenter
- EyePositionHeatMap
- GetDwellTimes
- GetEpochedPupilSize
- GetEpochSaccades
- GetEpochSaccadesToObject
- GetEyeAverages
- GetEyeErps
- GetEyeSamples
- InterpolateBlinks
- kde2d
- MakeEyeMovie
- PlotDistanceAndPupil
- PlotEyeAndEeg
- PlotEyeErps
- PlotEyeErps
- PlotEyeErps_MultiSession
- PlotFixationProperties
- PlotPupilErps
- PlotSaccadeDistance
- SaccadeDelayHistogram
- Sort_EyeErps
- TestEyePosCorrection
- UndoEyeCalibration
3DSearch/EyeMovements/PupilSize_from_Linbi
3DSearch/FeatureSelection
- ClassifierWrapper_forSFFS
- ClassifierWrapper_forSFFS_xsubj
- ClassifierWrapper_forSFFS_xsubj_noxval
- example483.m
- SequentialForwardFloatingSelection
- SequentialForwardFloatingSelection_DJ
- SequentialForwardFloatingSelection_DJ_ADDON
- SequentialForwardSelection
- SFFS_wrapper
- SFFS_wrapper_LOSO
- SFFS_wrapper_testing.m
- Test3dsSffs_LOSubjO_script
- TestSFFS
3DSearch/FiguresForPaper
3DSearch/Import
- classify_saccades
- find_events
- get_biosemi_events
- get_biosemi_eventsamplerate
- get_objectevents
- get_objectlimits
- get_sensorium_events
- get_trialobjects
- get_trialtimes
- ImportAll.m
- ImportAllGui
- ImportAll_NOFILTER.m
- ImportEyeCalibration
- ImportToEeglab
- ImportToEeglab_2014
- Import_3DS_Data_v3
- Import_3DS_Data_v4
- PlotObjectLifetimes
3DSearch/NoiseRemoval
- AddBlinkMarkers
- AddHeogFixationMarkers
- blinkartifacts
- ExcludeTrialsByCutoff
- FindBlinkSaccades
- FindHeogFixations
- GetBlinkComponent
- GetHeogComponent
- InterpolateElectrodes
- PlotExclusionHistogram
- RemoveBlinkArtifacts
- RemoveElectrodes
- RemoveEogComponents
- RemoveEyeBlinkTrials
- RemoveFrontalElectrodes
- SubtractOutComponents
- UseEyeCalibration
3DSearch/SceneVisualization
- CalculateImprovement
- FindBestRoute
- ImageAllSessions
- ImageAllSessions
- ImageAllSessions_BioNav
- ImageLevel
- ImagePoints
- MakeAllBionavFigures_script.m
- MakeGridHugeImage.m
- MakeRepeatedImage
- ScaleImage
3DSearch/Stimuli
3DSearch/TAG
- GetObjectList
- GTAM_eegwronglabels.m
- RerankObjectsWithTag
- RunPupilResultsThroughTag.m
- RunResultsThroughTAG
3DSearch/TSP
FormatFigures
- CascadeFigures
- CopyAxisToNewFigure
- distinguishable_colors
- DrawArc
- ErrorPatch
- GetAxisLineData
- GetAxisTopoData
- GetBarPositions
- GetSubplots
- herrorbar
- MakeFigureTitle
- MakeLegend
- pcolor_all
- PlotHorizontalLines
- PlotUniqueLines
- PlotVerticalLines
- ResizeFigures
- rotateticklabel
- show_symbols
- SmoothData
- ThresholdedCmap
- uimage
- uimagesc
- xticklabel_rotate
GLM
- ClassifyXfoldEegGlm
- ClassifyXfoldEegGlm_SVD
- CombineGlmResults
- CompareGlmModelStats_script.m
- CompareResidualsAcrossAnalyses.m
- ConsolidateGlmResults
- ConsolidateGlmResults_script.m
- ExpandLastGlmLevel_script.m
- GetComponentContrast
- GetContrastResults_fast.m
- GetContrastsFromResponseFns
- GetCrossSubjectStats
- GetFolds
- GetGlmFoldBounds
- GetGlmInverseMatrix
- GetGlmMatrices
- GetGlmMse
- GetGlmRegressors
- GetGlmRegressors_v2p0
- GetGlmZscore
- GetGroupIcaResults_script.m
- GetLambdaIteratively
- GetLambdaIteratively_script.m
- GetLosoLambdas_script.m
- GetRidgeTrace.m
- GetVifRidgeTrace_script.m
- LoadAllGlmResults
- LoadMultiLevelResponseFns
- MakeContrastMatrix
- MakeContrastMatrix_flex
- MakeTestDataset_EegGlm_script.m
- PerformRidgeTrace
- PlotAverageElectrodeResponse
- PlotCorrelationMatrices_script.m
- PlotElectrodeResponse
- PlotGlmResponses
- PlotResponseFns
- PlotResponseFnsGrid
- PlotRfsWithPermuationStats
- PlotSquaresStats
- PlotSquaresStats_v2pt0
- PredictGlmSaccadeTypes
- PrepareGlmDataForClassification
- RedoGlmLevels
- RedoWithRidgeRegression_script.m
- RunAddOnLevelOfGlm
- RunEegGlm
- RunErpLikeGlm
- RunGlmGui
- RunGlmLikeGui
- RunGlmPermutations
- RunGlm_MultiSubject_script.m
- RunRidgeTrace_CrossVal
- RunRidgeTrace_multistep
- RunRidgeTrace_nstep
- RunRidgeTrace_nstep_script
- RunRidgeTrace_script.m
- RunRidgeTrace_simple
- RunTopLevelGlm_EEG_flex
- RunTopLevelGlm_flex
- RunXfoldEegGlm
- SaveOutGlmMatrices_script.m
- SetUpGlm
- SimpleGLM
- SubtractOutGlmResponses
- SynthDataGlmTest_script.m
- TEMP_CheckForOffset_Script.m
- TEMP_CorrelateSqNumResults.m
- TEMP_GetCrossSubjectStats_Script.m
- TEMP_GlmZscoreScript.m
- TEMP_PlotMeanIcaResults_20140319.m
- TEMP_PlotScalpMaps_20140319.m
- TEMP_PlotVariousRfs_20140319.m
- TEMP_TestGlmMethods.m
- TEMP_UpdateRidgeTrace.m
- TryPcaShrinkage_script.m
- TryPcaShrinkage_synthdata.m
- UpdateGlmResultsFormat
GLM/Components
- ApplyIcaToGlmInput
- ApplyIcaToGlmResults
- ApplySvdToGlmResults
- ApplySvdToMultiSubjects
- GetGroupIcaResults
- GetGroupSvdResults
- GetGroupSvdResults_script.m
- MatchComponents
- PlotGroupSvdResults
- PlotSvdWeightsAndCourses
- TEMP_GetAllSvdResults_script.m
- TEMP_IcaOnGlmInputs_MultiSubject.m
- TEMP_IcaOnGlmInputs_PlotResults.m
- TEMP_LoadAndPlotGlmResults_SvdAndMeanComp.m
GLM/Hierarchical
- RunTopLevelGlm
- RunTopLevelGlm_EEG
- RunTopLevelGlm_Full
- SetUpTopLevelGlm
- SetUpTopLevelGlm_flex
- TopLevelEegGlm_script.m
- TopLevelGlm_flex_script.m
GLM/Stats
LogReg
- ApplyWeightsToData
- assertVec
- BootstrapLogReg.m
- GetForwardModel_rawdata
- GetLooResults
- LoadLooResults
- logist_fast
- MakeLogRegMovie
- PlotLooResults
- pop_logisticregression_fast
- RunMultiLR
- RunSingleLR
- run_rsvp_classifier
- run_rsvp_classifier_rawdata
- SaveLooResults
- setCrossValidationStruct
LogReg/CombinedClassifier
- ApplyHybridHdcaClassifier
- PlotHybridClassifierResults
- PlotHybridHdcaClassifier
- Run2LevelClassifier_nested
- RunHdcaClassifier
- RunHybridHdcaClassifier
- RunHybridHdcaClassifier_LR
- TEMP_TestHybridHdca.m
- TrainHybridHdcaClassifier
LogReg/ElasticNet_fromBryan
LogReg/Sparse_fromJianing
- bernoull.m
- ClassificationResult
- EEGSparseDecodingAnalysis.m
- LogisticLoss
- LogisticLossDeri
- rocarea.m
- SparseLogisticRegression
- SparseSolverInitialization
NEDE
NEDE/FlightSim
- AddFlightSimEyePos
- GetFlightSimBehavior
- PlaceGates
- PlotFlightSimBehavior
- PlotPrePioBehavior
- RunFlightSimPilot_script.m
- TEMP_TestStepResponse.m
- TestFlightSimFile
NEDE/NEDE_Analysis
NEDE/NEDE_Analysis/helpers
NEDE/NEDE_EEG
- FlightSim_AddEeglabEvents
- NEDE_AddHeogEvents
- NEDE_FilterEegData
- NEDE_GetEeglabEvents
- NEDE_ImportToEeglab
NEDE/NEDE_Import
NEDE/NEDE_Import/helpers
- NEDE_ApplyEyeCalibration
- NEDE_ClassifySaccades
- NEDE_ExtractBiosemiEvents
- NEDE_GetObjectTimes
- NEDE_ParseEvents
- NEDE_ParseObjects
- NEDE_ParseParams
NEDE/NEDE_Visualization
NEDE/NEDE_Visualization/helpers
ScalpMaps
Squares
- AddEeglabEvents_MultiSession
- BuildSequenceContrast
- ChangeSacToObjThresholds_squares
- CheckFirstVsSecondHalves.m
- CheckPerceptualUpdate.m
- classify_squares_saccades
- CompileContrasts
- ConvertBetaToRF
- CorrelateSaccadeDistanceWithEeg
- EnforceVoltageThreshold
- eogartifacts
- EpochSquaresGui
- EyelinkToEegTimes_BigData
- FindEogComponent_Squares
- FindTimeBetweenEvents
- FindTimeHistOfEvents
- FixSyncEvents
- GetBigDataStruct
- GetComponentContrasts_script.m
- GetEventWeights
- GetGroupResults_SequenceContrast.m
- GetLogOddsRatio
- GetMeanSpectra.m
- GetSaccadeToSquareNumbers
- GetSequenceContrast
- GetSquaresConstants
- GetSquaresErps
- GetSquaresEventColormap
- GetSquaresSubjects
- GetSquareTypes
- GetTimingOffsets_script.m
- ImageSortedData
- InterpChan
- loadBehaviorData
- MakeFreqBandDataset
- MatchSaccadeProperties
- MatchUpSquaresEvents
- perform_drift_correction
- PlotContrastComparisons_script.m
- PlotEyeSamplesAndEvents
- PlotReconstructedTrial
- PlotReconstructedTrials_script.m
- PlotResultsAsErps
- PlotResultsAsScalpMaps
- ReconstructTrial
- RedactArtifacts_data
- RedactArtifacts_events
- RejectEegData
- RemoveEogAndFilter
- RemoveEogArtifacts
- RemoveEogComponent_Squares
- RemoveSaccadePupilChanges
- saveBehaviorData
- TEMP_20140808_Hacks.m
- TEMP_AddRecordingStartTime
- TEMP_GetSessionEog.m
- TEMP_Plot10foldResults_script.m
- TEMP_PlotEogWithDifferentFilters.m
- TEMP_SequencesAndFreqs.m
- TEMP_UpdateGroupStdErr.m
- TestHdcaClassifiers_script.m
- TestLogOddsChange_script.m
- undo_drift_correction
- UseEventRule
Squares/Behavior
- CompareSaccadeProperties
- FindSaccadesToSquares
- GetAllTrialSequences
- GetIsiGaussianFits
- GetSaccadeProperties
- MakeEyeMovie_squares
- MatchFixationDurations
- PlotTrialTypeExpectations.m
- plot_squares_trial
- RejectBehavior
- TEMP_FindFixationDurationDistribution_script.m
- TEMP_FindSaccadeToSquareCutoff.m
- TEMP_MatchFixationDuration_script.m
Squares/FiguresForPaper
- PlotDecisionErpsAndScalpMaps.m
- PlotIncDecisionErpsAndScalpMaps.m
- PlotResponseFnsForThesis
- PlotSquareErpsAndScalpMaps.m
- PlotTargetErpsAndScalpMaps.m
- ProduceSquaresPaperFigures.m
Squares/Import
- ImportAllSquares.m
- ImportAllSquaresGui
- ImportAllSquaresScript.m
- ImportAlphaDataset
- import_squaresfix_data
- import_squares_data
Squares/OneTimeUse
Squares/PupilSize
Squares/ThesisHacks
- CalculateFwdModelWithYmeanSubtraction.m
- CompareSquareResponses.m
- GetNtrialsRemoved.m
- GetTrialStartResponse.m
- PlotSequenceErpsAndScalpMaps.m
- PlotSvdForSequenceEvents.m
StructsAndFiles
- AppendStructs
- ApplyDefaultsToStruct
- CropStruct
- CropStructsToMatch
- find_first_word
- UnpackStruct
- UpdateFile
locationfiles
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1.0.0.0 |
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