NeuroPype

User Documentation

  • Introduction
  • Getting Started
    • Setup
    • License
      • Activating your License
        • Changing your license
    • Applications
      • The NeuroPype server
      • The Pipeline Designer
      • The Experiment Recorder
    • Running your first pipeline
      • Opening A Pipeline
      • Start Processing
      • Pipeline Info/Docs
    • Changing pipeline settings
      • Changing Node Settings
      • Node Documentation
    • How a pipeline works
      • Data Flow Basics
      • Ticking
      • Data and Data Sources
      • Processing Nodes
      • Output/Visualization Nodes
    • Adding nodes to your pipeline
      • Adding New Nodes
    • Data in Neuropype
      • Data Packets
      • Multiple Streams
      • "Offline" (recorded) vs "Online" (streaming) data
      • Signal Processing
    • Getting data in and out of Neuropype
      • Lab Streaming Layer
      • Using LSL
      • Using Vendor-Supplied Software
      • Viewing available LSL streams
    • Biosignal processing in Neuropype
    • Neuropype menu actions
      • Run pipeline
      • List LSL streams
      • About Neuropype
      • Online documentation
      • Feedback and Bug Reports
      • Launch on startup
      • Exit Neuropype
    • Neuropype Usage Tips
    • Neuropype Experiment Recorder
  • Interacting with Neuropype
    • Setting up the environment for use with NeuroPype
      • Sensor hardware
      • Cognionics
      • InteraXon (Muse)
      • Neuroelectrics (Enobio)
      • OpenViBE
      • Other LSL clients
      • Network setup
    • Setting up external user frontends to interact with NeuroPype
      • Receiving control signals from NeuroPype
      • Tagging events for use by NeuroPype
  • Biosignal Processing
    • Using Artifact Removal
    • Online Calibration
    • Accumulating Calibration Data for Machine Learning
    • Imagined Movements Classification
  • Example Pipelines
    • Neural oscillatory state classification
      • Data Acquisition
      • Data Preprocessing
      • Feature Extraction
      • Classification
    • Neural oscillatory state regression
      • Data Acquisition
      • Data Preprocessing
      • Feature Extraction
      • Regression
    • Event Related Potential (ERP) classification
      • Data Acquisition
      • Data Preprocessing
      • Feature Extraction
      • Component Analysis
    • Source Localization (sLORETA)
      • Data Acquisition
      • Preprocessing
      • Source Estimation
      • Source Processing
      • Output
    • Source Localization (Beamformer)
    • Connectivity Estimation
      • Data Acquisition
      • Preprocessing
      • Source Estimation
      • Connectivity Modeling
      • Postprocessing and Output
    • Offline Gaze event detection and saccade-locked EEG ERPs
      • Data Import
      • Gaze Data Processing
      • EEG Processing
      • ERP Extraction
  • Neuropype Tutorials
  • Neuropype Reference
  • Pipeline Designer
    • Adding nodes to a pipeline
    • Navigating the canvas
    • Keyboard shortcuts for working with nodes and edges
    • Duplicating nodes
    • Changing your display settings
    • Pipeline status bar
    • Output window
    • Setting node parameters
    • Pipeline Designer and Neuropype
    • Running multiple Pipeline Designer instances
  • Experiment Recorder
    • Overview
    • Installation
    • Launching Experiment Recorder
      • Command line launcher
    • Running a session
    • Default settings
    • Study settings files
    • Task config files
      • Task parameters
    • Task modules
    • Signal Data Input Sources
      • Lab Streaming Layer (LSL) Streams
      • EEG headsets from CGX
    • Session data
    • Session logs
    • Task modules
    • Signal quality checks
    • Session notes
    • Running Experiment Recorder in headless mode
    • Aborting a session
    • "Dry Run" mode
    • Upload to Neuroscale
    • Troubleshooting
    • License

Neuropype Nodes Reference

  • Node Reference
  • Array
    • ArrayNonzeros
      • Ports/Properties
    • ArrayReshape
      • Ports/Properties
    • CreateArray
      • Ports/Properties
    • DiagonalMatrix
      • Ports/Properties
    • GeometricProgression
      • Ports/Properties
    • IdentityMatrix
      • Ports/Properties
    • IntegerProgression
      • Ports/Properties
    • LinearProgression
      • Ports/Properties
    • MatrixBlockDiagonal
      • Ports/Properties
    • MatrixCholesky
      • Ports/Properties
    • MatrixDeterminant
      • Ports/Properties
    • MatrixDiagonal
      • Ports/Properties
    • MatrixEigh
      • Ports/Properties
    • MatrixExponential
      • Ports/Properties
    • MatrixHessenberg
      • Ports/Properties
    • MatrixInverse
      • Ports/Properties
    • MatrixKron
      • Ports/Properties
    • MatrixLU
      • Ports/Properties
    • MatrixLeastSquares
      • Ports/Properties
    • MatrixMultiply
      • Ports/Properties
    • MatrixPinv
      • Ports/Properties
    • MatrixQR
      • Ports/Properties
    • MatrixRank
      • Ports/Properties
    • MatrixSVD
      • Ports/Properties
    • MatrixSchur
      • Ports/Properties
    • MatrixSolve
      • Ports/Properties
    • MatrixSquareRoot
      • Ports/Properties
    • MatrixTrace
      • Ports/Properties
    • MatrixTranspose
      • Ports/Properties
    • OneFilledArray
      • Ports/Properties
    • ZeroFilledArray
      • Ports/Properties
  • Bayesian
    • AtSubscripts
      • Ports/Properties
    • BNAFApprox
      • Ports/Properties
    • BarkerSampler
      • Ports/Properties
    • BayesNet
      • Ports/Properties
    • DerivedVariable
      • Ports/Properties
    • DiscreteHMCGibbsSampler
      • Ports/Properties
    • HMCSampler
      • Ports/Properties
    • LogProbabilityTerm
      • Ports/Properties
    • MCLMCInference
      • Ports/Properties
    • MCMCInference
      • Ports/Properties
    • MeanFieldApprox
      • Ports/Properties
    • MixedHMCSampler
      • Ports/Properties
    • MultivariateNormalApprox
      • Ports/Properties
    • NUTSSampler
      • Ports/Properties
    • PosteriorModeApprox
      • Ports/Properties
    • RandomDraw
      • Ports/Properties
    • StochasticVariationalInference
      • Ports/Properties
    • WithStackedVariables
      • Ports/Properties
  • Cardiac
    • HeartRate
      • Ports/Properties
    • HeartRateVariability
      • Ports/Properties
    • RDetection
      • Ports/Properties
    • RespRate
      • Ports/Properties
  • Connectivity
    • ComplexCoherence
      • Ports/Properties
    • ComplexSpectralDensity
      • Ports/Properties
    • ConnectivityMeasure
      • Ports/Properties
    • DirectDirectedTransferFunction
      • Ports/Properties
    • DirectedTransferFunction
      • Ports/Properties
    • Efficiency
      • Ports/Properties
    • GeneralizedPartialDirectedCoherence
      • Ports/Properties
    • GrangerGewekeCausality
      • Ports/Properties
    • GroupLassoMVAR
      • Ports/Properties
    • ImaginaryCoherence
      • Ports/Properties
    • MultipleCoherence
      • Ports/Properties
    • PartialCoherence
      • Ports/Properties
    • PartialDirectedCoherence
      • Ports/Properties
    • PhaseLockingValue
      • Ports/Properties
  • Control Flow
    • ArrayForEach
      • Ports/Properties
    • Break
      • Ports/Properties
    • Continue
      • Ports/Properties
    • Except
      • Ports/Properties
    • Fold
      • Ports/Properties
    • FoldCollect
      • Ports/Properties
    • ForEach
      • Ports/Properties
    • FunctionCall
      • Ports/Properties
    • FunctionDef
      • Ports/Properties
    • GraphPlaceholder
      • Ports/Properties
    • IfElse
      • Ports/Properties
    • Lambda
      • Ports/Properties
    • ParallelForEach
      • Ports/Properties
    • Placeholder
      • Ports/Properties
    • Result
      • Ports/Properties
    • Sequential
      • Ports/Properties
    • Switch
      • Ports/Properties
    • Throw
      • Ports/Properties
    • While
      • Ports/Properties
  • Device I/O
    • CognionicsInput
      • Ports/Properties
  • Deep Learning
    • AMSGradStep
      • Ports/Properties
    • Activation
      • Ports/Properties
    • AdaBeliefStep
      • Ports/Properties
    • AdaFactorStep
      • Ports/Properties
    • AdagradStep
      • Ports/Properties
    • AdamStep
      • Ports/Properties
    • AdamWStep
      • Ports/Properties
    • AdamaxStep
      • Ports/Properties
    • AdamaxWStep
      • Ports/Properties
    • AdditiveNoiseAugmentation
      • Ports/Properties
    • AdditiveNoiseStep
      • Ports/Properties
    • AggregateStep
      • Ports/Properties
    • ApplyIfFiniteStep
      • Ports/Properties
    • BatchFlatten
      • Ports/Properties
    • BatchNorm
      • Ports/Properties
    • BatchReshape
      • Ports/Properties
    • CenteringStep
      • Ports/Properties
    • ChainedStep
      • Ports/Properties
    • ConstantInitializer
      • Ports/Properties
    • ConstantSchedule
      • Ports/Properties
    • ConstraintStep
      • Ports/Properties
    • ConvolutionLayer
      • Ports/Properties
    • CosineDecaySchedule
      • Ports/Properties
    • CosineOneCycleSchedule
      • Ports/Properties
    • CustomInitializer
      • Ports/Properties
    • CustomSchedule
      • Ports/Properties
    • CustomStep
      • Ports/Properties
    • CyclicCosineDecaySchedule
      • Ports/Properties
    • DPSGDStep
      • Ports/Properties
    • DeepModel
      • Ports/Properties
    • DenseLayer
      • Ports/Properties
    • DepthwiseConvolutionLayer
      • Ports/Properties
    • DepthwiseSeparableConvolutionLayer
      • Ports/Properties
    • Dropout
      • Ports/Properties
    • EmbeddingLayer
      • Ports/Properties
    • ExponentialDecaySchedule
      • Ports/Properties
    • FromageStep
      • Ports/Properties
    • GatedRecurrentUnitLayer
      • Ports/Properties
    • GradientClippingStep
      • Ports/Properties
    • GroupNorm
      • Ports/Properties
    • IdentityInitializer
      • Ports/Properties
    • InstanceNorm
      • Ports/Properties
    • LAMBStep
      • Ports/Properties
    • LARSStep
      • Ports/Properties
    • LayerNorm
      • Ports/Properties
    • LinearOneCycleSchedule
      • Ports/Properties
    • LinearSchedule
      • Ports/Properties
    • LongShortTermMemoryLayer
      • Ports/Properties
    • MixupAugmentation
      • Ports/Properties
    • MomentumStep
      • Ports/Properties
    • MultiHeadAttentionLayer
      • Ports/Properties
    • MultiplicativeNoiseAugmentation
      • Ports/Properties
    • NetDefine
      • Ports/Properties
    • NetForward
      • Ports/Properties
    • NetInitialize
      • Ports/Properties
    • NetMaterialize
      • Ports/Properties
    • NetShare
      • Ports/Properties
    • NetTransform
      • Ports/Properties
    • NetWeightArray
      • Ports/Properties
    • NoisySGDStep
      • Ports/Properties
    • NormalInitializer
      • Ports/Properties
    • NovoGradStep
      • Ports/Properties
    • NullStep
      • Ports/Properties
    • OptimisticGDStep
      • Ports/Properties
    • OrthogonalInitializer
      • Ports/Properties
    • PartitionedStep
      • Ports/Properties
    • PiecewiseConstantSchedule
      • Ports/Properties
    • PiecewiseInterpolatedSchedule
      • Ports/Properties
    • PolynomialSchedule
      • Ports/Properties
    • Pooling
      • Ports/Properties
    • RAdamStep
      • Ports/Properties
    • RMSNorm
      • Ports/Properties
    • RMSPropStep
      • Ports/Properties
    • RandomCapRotationAugmentation
      • Ports/Properties
    • RandomTimeSliceAugmentation
      • Ports/Properties
    • RecurrentLoop
      • Ports/Properties
    • SGDStep
      • Ports/Properties
    • SM3Step
      • Ports/Properties
    • ScalingStep
      • Ports/Properties
    • SequenceSchedule
      • Ports/Properties
    • StepApply
      • Ports/Properties
    • StepInit
      • Ports/Properties
    • TransposedConvolutionLayer
      • Ports/Properties
    • TruncatedNormalInitializer
      • Ports/Properties
    • TrustRatioScalingStep
      • Ports/Properties
    • UniformInitializer
      • Ports/Properties
    • VarianceScalingInitializer
      • Ports/Properties
    • WarmupCosineDecaySchedule
      • Ports/Properties
    • WarmupExponentialDecaySchedule
      • Ports/Properties
    • WeightDecayStep
      • Ports/Properties
    • YogiStep
      • Ports/Properties
  • Diagnostics
    • AddSampleCounter
      • Ports/Properties
    • Alert
      • Ports/Properties
    • AssertEqual
      • Ports/Properties
    • AssertIdentical
      • Ports/Properties
    • AssertMonotonicTime
      • Ports/Properties
    • AssertNoDropouts
      • Ports/Properties
    • AssertNoDuplicateChunks
      • Ports/Properties
    • ChannelDiagnostics
      • Ports/Properties
    • ComputeImpedance
      • Ports/Properties
    • CopyData
      • Ports/Properties
    • CorrelationMetric
      • Ports/Properties
    • DataCounter
      • Ports/Properties
    • EegQualityMetrics
      • Ports/Properties
    • EstimateLag
      • Ports/Properties
    • EstimateUpdateRate
      • Ports/Properties
    • GateCheck
      • Ports/Properties
    • GetDataIdentifier
      • Ports/Properties
    • HasNanOrInf
      • Ports/Properties
    • HighFrequencyNoise
      • Ports/Properties
    • IsDebugMode
      • Ports/Properties
    • LineNoise
      • Ports/Properties
    • NirsIntensityQualityMetrics
      • Ports/Properties
    • NirsOpticalDensityQualityMetrics
      • Ports/Properties
    • NoDataAlert
      • Ports/Properties
    • PrintToConsole
      • Ports/Properties
    • RandomMatrix
      • Ports/Properties
    • SanityCheck
      • Ports/Properties
    • SignalToNoise
      • Ports/Properties
    • WithProfiler
      • Ports/Properties
  • Distributions
    • BernoulliDistribution
      • Ports/Properties
    • BetaBinomialDistribution
      • Ports/Properties
    • BetaDistribution
      • Ports/Properties
    • BinomialDistribution
      • Ports/Properties
    • CategoricalDistribution
      • Ports/Properties
    • CauchyDistribution
      • Ports/Properties
    • Chi2Distribution
      • Ports/Properties
    • DirichletDistribution
      • Ports/Properties
    • DirichletMultinomialDistribution
      • Ports/Properties
    • DistributionCDF
      • Ports/Properties
    • DistributionEntropy
      • Ports/Properties
    • DistributionHighestDensityInterval
      • Ports/Properties
    • DistributionICDF
      • Ports/Properties
    • DistributionInterquartileRange
      • Ports/Properties
    • DistributionMean
      • Ports/Properties
    • DistributionMedian
      • Ports/Properties
    • DistributionMedianAbsoluteDeviation
      • Ports/Properties
    • DistributionMode
      • Ports/Properties
    • DistributionPDF
      • Ports/Properties
    • DistributionProperty
      • Ports/Properties
    • DistributionStandardDeviation
      • Ports/Properties
    • DistributionVariance
      • Ports/Properties
    • ExponentialDistribution
      • Ports/Properties
    • GammaDistribution
      • Ports/Properties
    • GeneralizedExtremeValueDistribution
      • Ports/Properties
    • GeneralizedNormalDistribution
      • Ports/Properties
    • GeneralizedParetoDistribution
      • Ports/Properties
    • GeometricDistribution
      • Ports/Properties
    • GumbelDistribution
      • Ports/Properties
    • HalfCauchyDistribution
      • Ports/Properties
    • HalfNormalDistribution
      • Ports/Properties
    • InverseGammaDistribution
      • Ports/Properties
    • KumaraswamyDistribution
      • Ports/Properties
    • LKJDistribution
      • Ports/Properties
    • LaplaceDistribution
      • Ports/Properties
    • LogNormalDistribution
      • Ports/Properties
    • LogisticDistribution
      • Ports/Properties
    • MultinomialDistribution
      • Ports/Properties
    • MultivariateNormalDistribution
      • Ports/Properties
    • MultivariateStudentTDistribution
      • Ports/Properties
    • NegativeBinomialDistribution
      • Ports/Properties
    • NormalDistribution
      • Ports/Properties
    • ParetoDistribution
      • Ports/Properties
    • PoissonDistribution
      • Ports/Properties
    • RelaxedBernoulliDistribution
      • Ports/Properties
    • SphericalUniformDistribution
      • Ports/Properties
    • StudentTDistribution
      • Ports/Properties
    • TractableMultivariateNormalDistribution
      • Ports/Properties
    • TruncatedNormalDistribution
      • Ports/Properties
    • UniformDistribution
      • Ports/Properties
    • VonMisesDistribution
      • Ports/Properties
    • VonMisesFisherDistribution
      • Ports/Properties
    • WeibullDistribution
      • Ports/Properties
    • WishartDistribution
      • Ports/Properties
  • Elementwise Math
    • Absolute
      • Ports/Properties
    • Add
      • Ports/Properties
    • ArcCos
      • Ports/Properties
    • ArcCosh
      • Ports/Properties
    • ArcSin
      • Ports/Properties
    • ArcSinh
      • Ports/Properties
    • ArcTan
      • Ports/Properties
    • ArcTan2
      • Ports/Properties
    • ArcTanh
      • Ports/Properties
    • ArrayAnd
      • Ports/Properties
    • ArrayNot
      • Ports/Properties
    • ArrayOr
      • Ports/Properties
    • ArrayXor
      • Ports/Properties
    • Clamp
      • Ports/Properties
    • CloseTo
      • Ports/Properties
    • ConditionalReplaceValues
      • Ports/Properties
    • Conjugate
      • Ports/Properties
    • Cos
      • Ports/Properties
    • Cosh
      • Ports/Properties
    • Discretize
      • Ports/Properties
    • Divide
      • Ports/Properties
    • EqualTo
      • Ports/Properties
    • Exponent
      • Ports/Properties
    • Formula
      • Ports/Properties
    • GreaterOrEqual
      • Ports/Properties
    • GreaterThan
      • Ports/Properties
    • GreatestCommonDivisor
      • Ports/Properties
    • Hypot
      • Ports/Properties
    • ImagPart
      • Ports/Properties
    • IsEven
      • Ports/Properties
    • IsInfinite
      • Ports/Properties
    • IsNan
      • Ports/Properties
    • IsOdd
      • Ports/Properties
    • IsReal
      • Ports/Properties
    • LeastCommonMultiple
      • Ports/Properties
    • LessOrEqual
      • Ports/Properties
    • LessThan
      • Ports/Properties
    • Logarithm
      • Ports/Properties
    • Magnitude
      • Ports/Properties
    • MathConstant
      • Ports/Properties
    • Max
      • Ports/Properties
    • Maximum
      • Ports/Properties
    • Min
      • Ports/Properties
    • Minimum
      • Ports/Properties
    • Modulo
      • Ports/Properties
    • Multiply
      • Ports/Properties
    • Negate
      • Ports/Properties
    • NotEqualTo
      • Ports/Properties
    • OperateConstant
      • Ports/Properties
    • OperateElementwise
      • Ports/Properties
    • Phase
      • Ports/Properties
    • Power
      • Ports/Properties
    • Power2
      • Ports/Properties
    • RealPart
      • Ports/Properties
    • Reciprocal
      • Ports/Properties
    • ReciprocalSquareRoot
      • Ports/Properties
    • ReplaceNans
      • Ports/Properties
    • ReplaceNonfinite
      • Ports/Properties
    • ReplaceValues
      • Ports/Properties
    • Round
      • Ports/Properties
    • Scaling
      • Ports/Properties
    • Shift
      • Ports/Properties
    • Sigmoid
      • Ports/Properties
    • Sign
      • Ports/Properties
    • Sin
      • Ports/Properties
    • Sinh
      • Ports/Properties
    • Softmax
      • Ports/Properties
    • SpecialFunction
      • Ports/Properties
    • SquareRoot
      • Ports/Properties
    • Squaring
      • Ports/Properties
    • Step
      • Ports/Properties
    • Subtract
      • Ports/Properties
    • Tan
      • Ports/Properties
    • Tanh
      • Ports/Properties
    • ToDecibels
      • Ports/Properties
    • Where
      • Ports/Properties
  • Feature Extraction
    • CCA
      • Ports/Properties
    • CollapseToFeatures
      • Ports/Properties
    • CovarianceTangentSpace
      • Ports/Properties
    • DemixingPCA
      • Ports/Properties
    • DictionaryLearning
      • Ports/Properties
    • ExtractComponentWeights
      • Ports/Properties
    • FactorAnalysis
      • Ports/Properties
    • FastICA
      • Ports/Properties
    • IncrementalPrincipalComponentAnalysis
      • Ports/Properties
    • KernelPrincipalComponentAnalysis
      • Ports/Properties
    • NonNegativeMatrixFactorization
      • Ports/Properties
    • OnlineDictionaryLearning
      • Ports/Properties
    • PolynomialKernel
      • Ports/Properties
    • PrincipalComponentAnalysis
      • Ports/Properties
    • RBFKernelApprox
      • Ports/Properties
    • RandomProjections
      • Ports/Properties
    • SparsePrincipalComponentAnalysis
      • Ports/Properties
    • TensorDecomposition
      • Ports/Properties
    • WhiteningTransform
      • Ports/Properties
  • File System
    • ExportCSV
      • Ports/Properties
    • ExportEDF
      • Ports/Properties
    • ExportH5
      • Ports/Properties
    • ExportJSON
      • Ports/Properties
    • ExportMAT
      • Ports/Properties
    • ExportSET
      • Ports/Properties
    • ExportStructure
      • Ports/Properties
    • ExportText
      • Ports/Properties
    • ExportYAML
      • Ports/Properties
    • GetCurrentWorkingDirectory
      • Ports/Properties
    • GetIdentifierFromPath
      • Ports/Properties
    • ImportAxon
      • Ports/Properties
    • ImportBCI2000
      • Ports/Properties
    • ImportBrainvision
      • Ports/Properties
    • ImportCGX
      • Ports/Properties
    • ImportCSV
      • Ports/Properties
    • ImportEDF
      • Ports/Properties
    • ImportFile
      • Ports/Properties
    • ImportH5
      • Ports/Properties
    • ImportNSX
      • Ports/Properties
    • ImportNeuralynx
      • Ports/Properties
    • ImportNeuroExplorer
      • Ports/Properties
    • ImportNirs
      • Ports/Properties
    • ImportPLX
      • Ports/Properties
    • ImportSET
      • Ports/Properties
    • ImportSnirf
      • Ports/Properties
    • ImportSpike2
      • Ports/Properties
    • ImportStructure
      • Ports/Properties
    • ImportTDT
      • Ports/Properties
    • ImportText
      • Ports/Properties
    • ImportVHDR
      • Ports/Properties
    • ImportXDF
      • Ports/Properties
    • PathAbsolute
      • Ports/Properties
    • PathDirectory
      • Ports/Properties
    • PathExists
      • Ports/Properties
    • PathExtension
      • Ports/Properties
    • PathFilename
      • Ports/Properties
    • PathIterator
      • Ports/Properties
    • PlayBackREC
      • Ports/Properties
    • RecordToCSV
      • Ports/Properties
    • RecordToREC
      • Ports/Properties
    • RecordToXDF
      • Ports/Properties
    • SkipIfExists
      • Ports/Properties
    • UploadFileToCloud
      • Ports/Properties
    • WaitForFiles
      • Ports/Properties
  • Formatting
    • ApplyAxisMask
      • Ports/Properties
    • BatchInstances
      • Ports/Properties
    • CreateAxis
      • Ports/Properties
    • CreateBlock
      • Ports/Properties
    • CreateChunk
      • Ports/Properties
    • CreatePacket
      • Ports/Properties
    • ExtractStreams
      • Ports/Properties
    • FuseStreams
      • Ports/Properties
    • GetAxisMask
      • Ports/Properties
    • MergeStreams
      • Ports/Properties
    • RenameStreams
      • Ports/Properties
    • Segmentation
      • Ports/Properties
    • SelectInstances
      • Ports/Properties
    • SeparateSignalStreams
      • Ports/Properties
    • SeparateStreamProperties
      • Ports/Properties
    • SeparateStreams
      • Ports/Properties
    • SetInstanceDetails
      • Ports/Properties
    • SplitStreams
      • Ports/Properties
    • StreamData
      • Ports/Properties
  • Gaze
    • AdaptiveThreshold
      • Ports/Properties
    • ExtractGazeEvents
      • Ports/Properties
    • GazeScreenCoordinateConversion
      • Ports/Properties
    • SanitizeGazeData
      • Ports/Properties
    • SetGazeMetaData
      • Ports/Properties
  • Machine Learning
    • AccumulateCalibrationData
      • Ports/Properties
    • AssignTargets
      • Ports/Properties
    • BalanceClasses
      • Ports/Properties
    • BayesianRidgeRegression
      • Ports/Properties
    • ClassifierThresholdTuning
      • Ports/Properties
    • ClearTargets
      • Ports/Properties
    • ConvexModel
      • Ports/Properties
    • CovarianceMDM
      • Ports/Properties
    • Crossvalidation
      • Ports/Properties
    • ElasticNetRegression
      • Ports/Properties
    • EnsemblePredictor
      • Ports/Properties
    • HierarchicalDiscriminantComponentAnalysis
      • Ports/Properties
    • InjectCalibrationData
      • Ports/Properties
    • KNNImputation
      • Ports/Properties
    • LASSORegression
      • Ports/Properties
    • LarsRegression
      • Ports/Properties
    • LearningMethod
      • Ports/Properties
    • LinearDiscriminantAnalysis
      • Ports/Properties
    • LinearSupportVectorClassification
      • Ports/Properties
    • LinearToProbabilities
      • Ports/Properties
    • LogisticRegression
      • Ports/Properties
    • MeasureLoss
      • Ports/Properties
    • NaiveBayes
      • Ports/Properties
    • ProbabilityCalibration
      • Ports/Properties
    • QuadraticDiscriminantAnalysis
      • Ports/Properties
    • RegularizedLogisticRegression
      • Ports/Properties
    • RidgeRegression
      • Ports/Properties
    • SparseBayesianRegression
      • Ports/Properties
    • StochasticGradientDescentClassification
      • Ports/Properties
    • StochasticGradientDescentRegression
      • Ports/Properties
    • SupportVectorClassification
      • Ports/Properties
    • SupportVectorRegression
      • Ports/Properties
    • TrialAggregatePredictor
      • Ports/Properties
  • Markers
    • AddEventMarker
      • Ports/Properties
    • CalculateMarkerTimeDifference
      • Ports/Properties
    • ExportMarkers
      • Ports/Properties
    • ExtractMarkerTimestamps
      • Ports/Properties
    • FuseMarkerStreams
      • Ports/Properties
    • InsertMarkers
      • Ports/Properties
    • RemoveIntersectingMarkerSpans
      • Ports/Properties
    • RemoveIntersectingMarkers
      • Ports/Properties
    • RewriteMarkers
      • Ports/Properties
    • SelectMarkerSpans
      • Ports/Properties
    • StripLongMarkers
      • Ports/Properties
    • TrimMarkerSegment
      • Ports/Properties
  • Network
    • LSLInput
      • Ports/Properties
    • LSLOutput
      • Ports/Properties
    • MIDIOutput
      • Ports/Properties
    • OSCInput
      • Ports/Properties
    • OSCOutput
      • Ports/Properties
    • TCPInput
      • Ports/Properties
    • TCPOutput
      • Ports/Properties
    • WebRequest
      • Ports/Properties
    • ZMQInput
      • Ports/Properties
    • ZMQOutput
      • Ports/Properties
  • Neural
    • AddRemoveEvoked
      • Ports/Properties
    • ArtifactDetection
      • Ports/Properties
    • ArtifactRemoval
      • Ports/Properties
    • BadChannelRemoval
      • Ports/Properties
    • ChannelRepair
      • Ports/Properties
    • ClassifyIndependentComponents
      • Ports/Properties
    • CommonSpatialPatterns
      • Ports/Properties
    • EventRelatedPotential
      • Ports/Properties
    • FilterBankCommonSpatialPattern
      • Ports/Properties
    • FilterBankSourcePowerComodulation
      • Ports/Properties
    • FixSignalUnit
      • Ports/Properties
    • HypnogramHMM
      • Ports/Properties
    • ImpedanceChannelRejection
      • Ports/Properties
    • InterpolateMissingChannels
      • Ports/Properties
    • PhaseAmplitudeCoupling
      • Ports/Properties
    • PreprocessEEG
      • Ports/Properties
    • RejectIndependentComponents
      • Ports/Properties
    • RemoveBadTimeWindows
      • Ports/Properties
    • RemoveOutlierTrials
      • Ports/Properties
    • ReplaceThresholdedData
      • Ports/Properties
    • SourcePowerComodulation
      • Ports/Properties
    • SpatioSpectralDecomposition
      • Ports/Properties
    • SpectrallyWeightedCommonSpatialPattern
      • Ports/Properties
  • Nirs
    • AddProbeLocations
      • Ports/Properties
    • BadChannelRemovalNIRSCoV
      • Ports/Properties
    • BadChannelRemovalNIRSCorr
      • Ports/Properties
    • BadChannelRemovalNIRSSCI
      • Ports/Properties
    • BaselinePCA
      • Ports/Properties
    • CBSI
      • Ports/Properties
    • ConcentrationsToOpticalDensity
      • Ports/Properties
    • EstimateConcentrations
      • Ports/Properties
    • GroupChannelsByWavelength
      • Ports/Properties
    • HDDOT
      • Ports/Properties
    • IntensityToOpticalDensity
      • Ports/Properties
    • OptodeAttribution
      • Ports/Properties
    • SeparateChannelsByDistance
      • Ports/Properties
    • SubtractDarkIntensity
      • Ports/Properties
    • TDDR
      • Ports/Properties
  • Optimization
    • BoxConstraint
      • Ports/Properties
    • ClusteredPenalty
      • Ports/Properties
    • CosineDistanceLoss
      • Ports/Properties
    • FunctionTransform
      • Ports/Properties
    • Gradient
      • Ports/Properties
    • GroupSparsePenalty
      • Ports/Properties
    • HingeLoss
      • Ports/Properties
    • HuberLoss
      • Ports/Properties
    • Jacobian
      • Ports/Properties
    • KLDivergenceLoss
      • Ports/Properties
    • LBFGSSolve
      • Ports/Properties
    • LinearEqualityConstraint
      • Ports/Properties
    • LinearSolve
      • Ports/Properties
    • LogCoshLoss
      • Ports/Properties
    • LowRankPenalty
      • Ports/Properties
    • NonnegativeConstraint
      • Ports/Properties
    • NonnegativeSumConstraint
      • Ports/Properties
    • NonuniformGroupSparsePenalty
      • Ports/Properties
    • NormConstraint
      • Ports/Properties
    • OverlappingGroupSparsePenalty
      • Ports/Properties
    • ParameterOptimization
      • Ports/Properties
    • PerformanceMetric
      • Ports/Properties
    • PlaneConstraint
      • Ports/Properties
    • ProximalGradientDescentSolve
      • Ports/Properties
    • SigmoidBinaryCrossEntropyLoss
      • Ports/Properties
    • SoftmaxCrossEntropyLoss
      • Ports/Properties
    • SparsePenalty
      • Ports/Properties
    • SquaredLoss
      • Ports/Properties
    • ValueAndGradient
      • Ports/Properties
  • Programming
    • And
      • Ports/Properties
    • Bind
      • Ports/Properties
    • BreakStructure
      • Ports/Properties
    • ByReference
      • Ports/Properties
    • CastPacketToFloat
      • Ports/Properties
    • CastPacketToInt
      • Ports/Properties
    • CastPacketToList
      • Ports/Properties
    • CastPacketToString
      • Ports/Properties
    • CastToGraph
      • Ports/Properties
    • CastToType
      • Ports/Properties
    • ChainIterator
      • Ports/Properties
    • CollectParams
      • Ports/Properties
    • ConditionSwitch
      • Ports/Properties
    • ConditionTest
      • Ports/Properties
    • ConstantArray
      • Ports/Properties
    • ConstantBool
      • Ports/Properties
    • ConstantComplex
      • Ports/Properties
    • ConstantFloat
      • Ports/Properties
    • ConstantGraph
      • Ports/Properties
    • ConstantInt
      • Ports/Properties
    • ConstantList
      • Ports/Properties
    • ConstantString
      • Ports/Properties
    • ConstantValue
      • Ports/Properties
    • Contains
      • Ports/Properties
    • Copy
      • Ports/Properties
    • CreateDict
      • Ports/Properties
    • CreateList
      • Ports/Properties
    • CreateSelectionInterval
      • Ports/Properties
    • CreateStructure
      • Ports/Properties
    • DictIterator
      • Ports/Properties
    • DictKeys
      • Ports/Properties
    • DictMerge
      • Ports/Properties
    • DictRemove
      • Ports/Properties
    • DictSplit
      • Ports/Properties
    • DictUpdate
      • Ports/Properties
    • DictValues
      • Ports/Properties
    • EnumerateIterator
      • Ports/Properties
    • Equal
      • Ports/Properties
    • GetField
      • Ports/Properties
    • GetItem
      • Ports/Properties
    • GetNested
      • Ports/Properties
    • GroupwiseIterator
      • Ports/Properties
    • Hash
      • Ports/Properties
    • IsOfType
      • Ports/Properties
    • ListAppend
      • Ports/Properties
    • ListCount
      • Ports/Properties
    • ListFind
      • Ports/Properties
    • ListFirst
      • Ports/Properties
    • ListFlatten
      • Ports/Properties
    • ListInsert
      • Ports/Properties
    • ListIterator
      • Ports/Properties
    • ListLast
      • Ports/Properties
    • ListPrepend
      • Ports/Properties
    • ListRemove
      • Ports/Properties
    • ListRest
      • Ports/Properties
    • ListSort
      • Ports/Properties
    • ListSplit
      • Ports/Properties
    • ListUnique
      • Ports/Properties
    • NWayPassthrough
      • Ports/Properties
    • Not
      • Ports/Properties
    • NumElements
      • Ports/Properties
    • Or
      • Ports/Properties
    • PacketIterator
      • Ports/Properties
    • ParameterPort
      • Ports/Properties
    • Passthrough
      • Ports/Properties
    • Print
      • Ports/Properties
    • RangeIterator
      • Ports/Properties
    • ReadEnvironmentVariable
      • Ports/Properties
    • SetDifference
      • Ports/Properties
    • SetIntersection
      • Ports/Properties
    • SetMembership
      • Ports/Properties
    • SetNested
      • Ports/Properties
    • SetUnion
      • Ports/Properties
    • SetXor
      • Ports/Properties
    • StringCheck
      • Ports/Properties
    • StringComparison
      • Ports/Properties
    • StringConcat
      • Ports/Properties
    • StringEndsWith
      • Ports/Properties
    • StringFind
      • Ports/Properties
    • StringFormat
      • Ports/Properties
    • StringIterator
      • Ports/Properties
    • StringLower
      • Ports/Properties
    • StringParse
      • Ports/Properties
    • StringRepeat
      • Ports/Properties
    • StringReplace
      • Ports/Properties
    • StringSplit
      • Ports/Properties
    • StringSplitLines
      • Ports/Properties
    • StringStartsWith
      • Ports/Properties
    • StringTrim
      • Ports/Properties
    • StringUpper
      • Ports/Properties
    • SubrangeIterator
      • Ports/Properties
    • SystemInformation
      • Ports/Properties
    • TakeNested
      • Ports/Properties
    • WindowedIterator
      • Ports/Properties
    • Xor
      • Ports/Properties
    • ZipIterator
      • Ports/Properties
  • Random
    • CreateRandomSeed
      • Ports/Properties
    • DeriveRandomSeed
      • Ports/Properties
    • DrawRandomSeed
      • Ports/Properties
    • RandomChoice
      • Ports/Properties
    • RandomGamma
      • Ports/Properties
    • RandomIntegers
      • Ports/Properties
    • RandomNormal
      • Ports/Properties
    • RandomNumbers
      • Ports/Properties
    • RandomPermute
      • Ports/Properties
    • RandomPoisson
      • Ports/Properties
    • RandomSeedIterator
      • Ports/Properties
    • RandomTruncatedNormal
      • Ports/Properties
    • RandomUniform
      • Ports/Properties
    • SplitRandomSeed
      • Ports/Properties
    • WithRandomSeed
      • Ports/Properties
  • Signal Processing
    • AddNoise
      • Ports/Properties
    • AlignStreams
      • Ports/Properties
    • AlignWindows
      • Ports/Properties
    • ApplyLinearTransformation
      • Ports/Properties
    • ArtifactRegression
      • Ports/Properties
    • CenterOfMass
      • Ports/Properties
    • ChannelBaselineCalibration
      • Ports/Properties
    • ChannelSubset
      • Ports/Properties
    • CombineChannels
      • Ports/Properties
    • Decimate
      • Ports/Properties
    • DelayEmbedding
      • Ports/Properties
    • DelaySignal
      • Ports/Properties
    • DetectLineNoise
      • Ports/Properties
    • Detrend
      • Ports/Properties
    • ExponentialMovingAverage
      • Ports/Properties
    • ExponentialStandardization
      • Ports/Properties
    • FIRFilter
      • Ports/Properties
    • FixGaps
      • Ports/Properties
    • FrequencyNormalization
      • Ports/Properties
    • GuessSamplingRate
      • Ports/Properties
    • IIRFilter
      • Ports/Properties
    • IncrementalWhitening
      • Ports/Properties
    • InfomaxICA
      • Ports/Properties
    • Interpolate
      • Ports/Properties
    • InterpolateGaps
      • Ports/Properties
    • MSeq
      • Ports/Properties
    • MedianFilter
      • Ports/Properties
    • MovingAverage
      • Ports/Properties
    • MovingWindow
      • Ports/Properties
    • PeakAmplitude
      • Ports/Properties
    • PeakFindingContour
      • Ports/Properties
    • PeakFindingWavelet
      • Ports/Properties
    • PeakLatency
      • Ports/Properties
    • PruneFlatlineChannels
      • Ports/Properties
    • QuantileStandardization
      • Ports/Properties
    • RectangularMovingWindowStandardization
      • Ports/Properties
    • RefSignals
      • Ports/Properties
    • Rereferencing
      • Ports/Properties
    • Resample
      • Ports/Properties
    • RobustRectangularStandardization
      • Ports/Properties
    • SavitzkyGolayFilter
      • Ports/Properties
    • ShiftedWindows
      • Ports/Properties
    • SignalWhitening
      • Ports/Properties
    • SpectrallyWhitenTimeSeries
      • Ports/Properties
    • TRCA
      • Ports/Properties
    • UnitNormalization
      • Ports/Properties
    • WindowFunction
      • Ports/Properties
  • Source Localization
    • AssignChannelLocations
      • Ports/Properties
    • ComputeRegions
      • Ports/Properties
    • CoregisterExistingLocations
      • Ports/Properties
    • ELORETA
      • Ports/Properties
    • LCMVBeamforming
      • Ports/Properties
    • ROIActivations
      • Ports/Properties
    • ROIsToVertices
      • Ports/Properties
    • RemoveUnlocalizedChannels
      • Ports/Properties
    • SLORETA
      • Ports/Properties
    • SelectROIs
      • Ports/Properties
    • SelectRoiGroups
      • Ports/Properties
  • Statistics
    • All
      • Ports/Properties
    • Any
      • Ports/Properties
    • Averages
      • Ports/Properties
    • CDF
      • Ports/Properties
    • Centering
      • Ports/Properties
    • Centroid
      • Ports/Properties
    • CorrelationCoefficient
      • Ports/Properties
    • CorrelationFromCovariance
      • Ports/Properties
    • Covariance
      • Ports/Properties
    • CovarianceTaper
      • Ports/Properties
    • CumulativeAverage
      • Ports/Properties
    • CumulativeSum
      • Ports/Properties
    • CurveLength
      • Ports/Properties
    • DescribeStatisticalDesign
      • Ports/Properties
    • GroupedMean
      • Ports/Properties
    • HighestDensityInterval
      • Ports/Properties
    • Histogram
      • Ports/Properties
    • Largest
      • Ports/Properties
    • LinearTrend
      • Ports/Properties
    • MANCOVA
      • Ports/Properties
    • MahalanobisDistance
      • Ports/Properties
    • Mean
      • Ports/Properties
    • Median
      • Ports/Properties
    • MedianAbsoluteDeviation
      • Ports/Properties
    • MixedANOVA
      • Ports/Properties
    • MixedEffectsANOVA
      • Ports/Properties
    • MultipleComparisonCorrection
      • Ports/Properties
    • OverlappedLinearModel
      • Ports/Properties
    • PDF
      • Ports/Properties
    • PairwiseComparisons
      • Ports/Properties
    • ParseStatsTable
      • Ports/Properties
    • PerElementCovariance
      • Ports/Properties
    • Percentiles
      • Ports/Properties
    • Product
      • Ports/Properties
    • RMANOVA
      • Ports/Properties
    • RootMeanSquare
      • Ports/Properties
    • Smallest
      • Ports/Properties
    • StandardDeviation
      • Ports/Properties
    • Standardization
      • Ports/Properties
    • Sum
      • Ports/Properties
    • TTest
      • Ports/Properties
    • TTestTwoInput
      • Ports/Properties
    • Variance
      • Ports/Properties
    • Winsorize
      • Ports/Properties
    • ZScoring
      • Ports/Properties
    • ZTest
      • Ports/Properties
  • Special Purpose
    • DeclareGraphSignature
      • Ports/Properties
    • GraphCompile
      • Ports/Properties
    • OutputSlot
      • Ports/Properties
  • Spectral
    • Coherence
      • Ports/Properties
    • ContinuousWaveletTransform
      • Ports/Properties
    • EventRelatedSpectralPerturbation
      • Ports/Properties
    • FastFourierTransform
      • Ports/Properties
    • InverseFastFourierTransform
      • Ports/Properties
    • LombScargleSpectrum
      • Ports/Properties
    • MultitaperSpectrum
      • Ports/Properties
    • PowerBandRatio
      • Ports/Properties
    • PowerBands
      • Ports/Properties
    • PowerSpectra
      • Ports/Properties
    • SpectralSelection
      • Ports/Properties
    • Spectrogram
      • Ports/Properties
    • WelchSpectrum
      • Ports/Properties
  • Tensor Math
    • AddAxisArray
      • Ports/Properties
    • AppendAxis
      • Ports/Properties
    • ConcatInputs
      • Ports/Properties
    • FiniteDifferences
      • Ports/Properties
    • FiniteDifferencesCentral
      • Ports/Properties
    • FoldIntoAxis
      • Ports/Properties
    • LogSpacing
      • Ports/Properties
    • MoveAxisFirst
      • Ports/Properties
    • OperateAxis
      • Ports/Properties
    • OverrideAxis
      • Ports/Properties
    • RandomSubset
      • Ports/Properties
    • ReorderAxes
      • Ports/Properties
    • Reverse
      • Ports/Properties
    • SelectRange
      • Ports/Properties
    • SeparateAxisElements
      • Ports/Properties
    • SetAxisValues
      • Ports/Properties
    • Sort
      • Ports/Properties
    • SqueezeAxes
      • Ports/Properties
    • StripSingletonAxis
      • Ports/Properties
    • TensorDot
      • Ports/Properties
    • Unique
      • Ports/Properties
    • UpperTriangular
      • Ports/Properties
    • VectorCross
      • Ports/Properties
    • VectorDot
      • Ports/Properties
    • VectorNorm
      • Ports/Properties
  • Utilities
    • AlignInstances
      • Ports/Properties
    • AppendSyntheticChannels
      • Ports/Properties
    • ApproximateChunkRate
      • Ports/Properties
    • AssignStandardChannelNames
      • Ports/Properties
    • BatchPackets
      • Ports/Properties
    • BlockReset
      • Ports/Properties
    • ConcatSuccessivePackets
      • Ports/Properties
    • CountAlongAxis
      • Ports/Properties
    • CreateDatestamp
      • Ports/Properties
    • DejitterTimestamps
      • Ports/Properties
    • DiscardEmptyData
      • Ports/Properties
    • DiscardInvalidData
      • Ports/Properties
    • DiscardLongChunks
      • Ports/Properties
    • DiscardNaNChunks
      • Ports/Properties
    • ExtractChannels
      • Ports/Properties
    • ExtractStreamProperty
      • Ports/Properties
    • ExtractTimestamps
      • Ports/Properties
    • FormatDatestamp
      • Ports/Properties
    • FusePredictionsAndMarkers
      • Ports/Properties
    • GetSamplingRate
      • Ports/Properties
    • GetSourceFilename
      • Ports/Properties
    • GetStreamProperty
      • Ports/Properties
    • GetTimeShifts
      • Ports/Properties
    • HoldLastPacket
      • Ports/Properties
    • HoldLastValue
      • Ports/Properties
    • InterpolateMissingTimestamps
      • Ports/Properties
    • MoveToBackend
      • Ports/Properties
    • OneHotCoding
      • Ports/Properties
    • OneSampleBuffer
      • Ports/Properties
    • OverrideDataType
      • Ports/Properties
    • OverrideSamplingRate
      • Ports/Properties
    • OverrideTimestamps
      • Ports/Properties
    • ParseDatestamp
      • Ports/Properties
    • ParseTriggerChannel
      • Ports/Properties
    • PipelineDone
      • Ports/Properties
    • PipelineFilepath
      • Ports/Properties
    • PropagateNaNs
      • Ports/Properties
    • RegulateChunkSizes
      • Ports/Properties
    • RepeatAlongAxis
      • Ports/Properties
    • ReplaceAxisValues
      • Ports/Properties
    • RetainChannelMetadata
      • Ports/Properties
    • SelectActiveInput
      • Ports/Properties
    • SelectInstanceFields
      • Ports/Properties
    • SetAxisLabel
      • Ports/Properties
    • SetStreamProperties
      • Ports/Properties
    • ShiftDatestamp
      • Ports/Properties
    • ShiftTimestamps
      • Ports/Properties
    • StripMetadata
      • Ports/Properties
    • TaskNumber
      • Ports/Properties
    • WithBackend
      • Ports/Properties
    • WithCache
      • Ports/Properties
    • WithCoreLimit
      • Ports/Properties
    • WithOptions
      • Ports/Properties
  • Visualization
    • BarPlot
      • Ports/Properties
    • ConnectivityPlot
      • Ports/Properties
    • CortexActivityPlot
      • Ports/Properties
    • HeadPlot
      • Ports/Properties
    • InspectPacket
      • Ports/Properties
    • MarkerStreamWindow
      • Ports/Properties
    • ScrollPlot
      • Ports/Properties
    • SpectrumPlot
      • Ports/Properties
    • TimeSeriesPlot
      • Ports/Properties
    • TimeSeriesSweepPlot
      • Ports/Properties
    • TopoPlotViewer
      • Ports/Properties

Release Notes

  • Latest release (2024.1)
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Neuropype Documentation
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Release Notes

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