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braindecode.models.EEGModuleMixin
braindecode.models.ATCNet
braindecode.models.AttentionBaseNet
braindecode.models.AttnSleep
braindecode.models.BDTCN
braindecode.models.BENDR
braindecode.models.BIOT
braindecode.models.BrainModule
braindecode.models.CBraMod
braindecode.models.CodeBrain
braindecode.models.ContraWR
braindecode.models.CTNet
braindecode.models.DGCNN
braindecode.models.Deep4Net
braindecode.models.DeepSleepNet
braindecode.models.EEGConformer
braindecode.models.EEGInceptionERP
braindecode.models.EEGInceptionMI
braindecode.models.EEGITNet
braindecode.models.EEGMiner
braindecode.models.EEGNet
braindecode.models.EEGPT
braindecode.models.EEGNeX
braindecode.models.EEGSimpleConv
braindecode.models.EEGSym
braindecode.models.EEGTCNet
braindecode.models.EMG2QwertyNet
braindecode.models.FBCNet
braindecode.models.FBLightConvNet
braindecode.models.FBMSNet
braindecode.models.IFNet
braindecode.models.InterpolatedBENDR
braindecode.models.InterpolatedBIOT
braindecode.models.InterpolatedLaBraM
braindecode.models.InterpolatedModel
braindecode.models.InterpolatedSignalJEPA
braindecode.models.Labram
braindecode.models.LUNA
braindecode.models.MEDFormer
braindecode.models.MetaNeuromotorHand
braindecode.models.MSVTNet
braindecode.models.PBT
braindecode.models.REVE
braindecode.models.SCCNet
braindecode.models.ShallowFBCSPNet
braindecode.models.SignalJEPA
braindecode.models.SignalJEPA_Contextual
braindecode.models.SignalJEPA_PostLocal
braindecode.models.SignalJEPA_PreLocal
braindecode.models.SincShallowNet
braindecode.models.SleepStagerBlanco2020
braindecode.models.SleepStagerChambon2018
braindecode.models.SPARCNet
braindecode.models.SSTDPN
braindecode.models.SyncNet
braindecode.models.TIDNet
braindecode.models.TSception
braindecode.models.USleep
braindecode.modules.LogActivation
braindecode.modules.SafeLog
braindecode.modules.CAT
braindecode.modules.CBAM
braindecode.modules.ECA
braindecode.modules.FCA
braindecode.modules.GCT
braindecode.modules.SRM
braindecode.modules.CATLite
braindecode.modules.EncNet
braindecode.modules.GatherExcite
braindecode.modules.GSoP
braindecode.modules.MultiHeadAttention
braindecode.modules.SqueezeAndExcitation
braindecode.modules.MLP
braindecode.modules.FeedForwardBlock
braindecode.modules.InceptionBlock
braindecode.modules.AvgPool2dWithConv
braindecode.modules.CausalConv1d
braindecode.modules.CombinedConv
braindecode.modules.Conv2dWithConstraint
braindecode.modules.DepthwiseConv2d
braindecode.modules.ChannelInterpolationLayer
braindecode.modules.FilterBankLayer
braindecode.modules.GeneralizedGaussianFilter
braindecode.modules.Chomp1d
braindecode.modules.DropPath
braindecode.modules.Ensure4d
braindecode.modules.SubjectLayers
braindecode.modules.TimeDistributed
braindecode.modules.LinearWithConstraint
braindecode.modules.MaxNormLinear
braindecode.modules.StatLayer
braindecode.modules.LogPowerLayer
braindecode.modules.LogVarLayer
braindecode.modules.MaxLayer
braindecode.modules.MeanLayer
braindecode.modules.StdLayer
braindecode.modules.VarLayer
braindecode.modules.aggregate_probas
braindecode.modules.Expression
braindecode.modules.IntermediateOutputWrapper
braindecode.functional.drop_path
braindecode.functional.glorot_weight_zero_bias
braindecode.functional.hilbert_freq
braindecode.functional.identity
braindecode.functional.plv_time
braindecode.functional.rescale_parameter
braindecode.functional.safe_log
braindecode.functional.square
braindecode.datasets.BaseConcatDataset
braindecode.datasets.RecordDataset
braindecode.datasets.RawDataset
braindecode.datasets.WindowsDataset
braindecode.datasets.BCICompetitionIVDataset4
braindecode.datasets.BNCI2014_001
braindecode.datasets.CHBMIT
braindecode.datasets.HGD
braindecode.datasets.MOABBDataset
braindecode.datasets.NMT
braindecode.datasets.SleepPhysionet
braindecode.datasets.SIENA
braindecode.datasets.SleepPhysionetChallenge2018
braindecode.datasets.TUH
braindecode.datasets.TUHAbnormal
braindecode.datasets.TUHEvents
braindecode.datasets.create_from_X_y
braindecode.datasets.create_from_mne_raw
braindecode.datasets.create_from_mne_epochs
braindecode.datasets.bids.BIDSDataset
braindecode.datasets.bids.BIDSEpochsDataset
braindecode.datasets.bids.BIDSIterableDataset
braindecode.datasets.bids.HubDatasetMixin
braindecode.preprocessing.preprocess
braindecode.preprocessing.Preprocessor
braindecode.preprocessing.create_windows_from_events
braindecode.preprocessing.create_fixed_length_windows
braindecode.preprocessing.create_windows_from_target_channels
braindecode.preprocessing.exponential_moving_demean
braindecode.preprocessing.exponential_moving_standardize
braindecode.preprocessing.filterbank
braindecode.preprocessing.EEGPrep
braindecode.preprocessing.ReinterpolateRemovedChannels
braindecode.preprocessing.RemoveBadChannels
braindecode.preprocessing.RemoveBadChannelsNoLocs
braindecode.preprocessing.RemoveBadWindows
braindecode.preprocessing.RemoveBursts
braindecode.preprocessing.RemoveCommonAverageReference
braindecode.preprocessing.RemoveDCOffset
braindecode.preprocessing.RemoveDrifts
braindecode.preprocessing.RemoveFlatChannels
braindecode.preprocessing.Resample
braindecode.preprocessing.Resampling
braindecode.preprocessing.Filter
braindecode.preprocessing.FilterData
braindecode.preprocessing.NotchFilter
braindecode.preprocessing.SavgolFilter
braindecode.preprocessing.ApplyHilbert
braindecode.preprocessing.Rescale
braindecode.preprocessing.OversampledTemporalProjection
braindecode.preprocessing.Pick
braindecode.preprocessing.PickChannels
braindecode.preprocessing.PickTypes
braindecode.preprocessing.DropChannels
braindecode.preprocessing.AddChannels
braindecode.preprocessing.CombineChannels
braindecode.preprocessing.RenameChannels
braindecode.preprocessing.ReorderChannels
braindecode.preprocessing.SetChannelTypes
braindecode.preprocessing.InterpolateBads
braindecode.preprocessing.InterpolateTo
braindecode.preprocessing.InterpolateBridgedElectrodes
braindecode.preprocessing.ComputeBridgedElectrodes
braindecode.preprocessing.EqualizeChannels
braindecode.preprocessing.EqualizeBads
braindecode.preprocessing.FindBadChannelsLof
braindecode.preprocessing.SetEEGReference
braindecode.preprocessing.SetBipolarReference
braindecode.preprocessing.AddReferenceChannels
braindecode.preprocessing.SetMontage
braindecode.preprocessing.AddProj
braindecode.preprocessing.ApplyProj
braindecode.preprocessing.DelProj
braindecode.preprocessing.Crop
braindecode.preprocessing.CropByAnnotations
braindecode.preprocessing.ComputeCurrentSourceDensity
braindecode.preprocessing.FixStimArtifact
braindecode.preprocessing.MaxwellFilter
braindecode.preprocessing.RealignRaw
braindecode.preprocessing.RegressArtifact
braindecode.preprocessing.AnnotateAmplitude
braindecode.preprocessing.AnnotateBreak
braindecode.preprocessing.AnnotateMovement
braindecode.preprocessing.AnnotateMuscleZscore
braindecode.preprocessing.AnnotateNan
braindecode.preprocessing.Anonymize
braindecode.preprocessing.SetAnnotations
braindecode.preprocessing.SetMeasDate
braindecode.preprocessing.AddEvents
braindecode.preprocessing.FixMagCoilTypes
braindecode.preprocessing.ApplyGradientCompensation
braindecode.datautil.save_concat_dataset
braindecode.datautil.load_concat_dataset
braindecode.datautil.infer_signal_properties
braindecode.samplers.RecordingSampler
braindecode.samplers.DistributedRecordingSampler
braindecode.samplers.SequenceSampler
braindecode.samplers.RelativePositioningSampler
braindecode.samplers.DistributedRelativePositioningSampler
braindecode.samplers.BalancedSequenceSampler
braindecode.augmentation.Transform
braindecode.augmentation.IdentityTransform
braindecode.augmentation.Compose
braindecode.augmentation.AugmentedDataLoader
braindecode.augmentation.TimeReverse
braindecode.augmentation.SignFlip
braindecode.augmentation.FTSurrogate
braindecode.augmentation.ChannelsShuffle
braindecode.augmentation.ChannelsDropout
braindecode.augmentation.GaussianNoise
braindecode.augmentation.ChannelsSymmetry
braindecode.augmentation.SmoothTimeMask
braindecode.augmentation.BandstopFilter
braindecode.augmentation.FrequencyShift
braindecode.augmentation.SensorsRotation
braindecode.augmentation.SensorsZRotation
braindecode.augmentation.SensorsYRotation
braindecode.augmentation.SensorsXRotation
braindecode.augmentation.Mixup
braindecode.augmentation.SegmentationReconstruction
braindecode.augmentation.MaskEncoding
braindecode.augmentation.AmplitudeScale
braindecode.augmentation.ChannelsReref
braindecode.augmentation.functional.identity
braindecode.augmentation.functional.time_reverse
braindecode.augmentation.functional.sign_flip
braindecode.augmentation.functional.ft_surrogate
braindecode.augmentation.functional.channels_dropout
braindecode.augmentation.functional.channels_shuffle
braindecode.augmentation.functional.channels_permute
braindecode.augmentation.functional.gaussian_noise
braindecode.augmentation.functional.smooth_time_mask
braindecode.augmentation.functional.bandstop_filter
braindecode.augmentation.functional.frequency_shift
braindecode.augmentation.functional.sensors_rotation
braindecode.augmentation.functional.mixup
braindecode.augmentation.functional.segmentation_reconstruction
braindecode.augmentation.functional.mask_encoding
braindecode.augmentation.functional.amplitude_scale
braindecode.augmentation.functional.channels_rereference
braindecode.classifier.EEGClassifier
braindecode.regressor.EEGRegressor
braindecode.training.CroppedLoss
braindecode.training.TimeSeriesLoss
braindecode.training.CroppedTrialEpochScoring
braindecode.training.CroppedTimeSeriesEpochScoring
braindecode.training.PostEpochTrainScoring
braindecode.training.mixup_criterion
braindecode.training.trial_preds_from_window_preds
braindecode.training.predict_trials
braindecode.util.set_random_seeds
braindecode.visualization.saliency
braindecode.visualization.input_x_gradient
braindecode.visualization.integrated_gradients
braindecode.visualization.layer_grad_cam
braindecode.visualization.guided_backprop
braindecode.visualization.deconvolution
braindecode.visualization.deep_lift
braindecode.visualization.lrp
braindecode.visualization.amplitude_gradients
braindecode.visualization.amplitude_gradients_per_trial
braindecode.visualization.random_target
braindecode.visualization.cascading_layer_reset
braindecode.visualization.compute_metrics
braindecode.visualization.compute_ssim_metrics
braindecode.visualization.METRIC_NAMES
braindecode.visualization.SSIM_METRIC_NAMES
braindecode.visualization.project_to_topomap
braindecode.visualization.plot_confusion_matrix
Braindecode API Reference
braindecode.visualization.input_x_gradient
braindecode.visualization.input_x_gradient
#
braindecode.visualization.
input_x_gradient
(
model
,
x
,
target
)
[source]
#
Element-wise input × input-gradient.
On this page
input_x_gradient()
