Skip to content

← neural package

RejectIndependentComponents

Automatically reject independent components that have previously been classified into artifact types.

This requires that the data has been decomposed into ICs and that the ICs have been classified into artifact types. This node should be used with the following workflow: 1) optional artifact removal (highpass, etc.). 2) Common average reference. 3) ICA (e.g., InfomaxICA). 4) ClassifyIndependentComponents. 5) This node. Version 0.3.0

Ports/Properties

data

Data to process.

verbose name
Data
default value
None
port type
DataPort
value type
Packet (can be None)
data direction
INOUT

rejected_list

List of rejected component numbers.

verbose name
Rejected List
default value
None
port type
DataPort
value type
list (can be None)
data direction
OUT

thresholds

Confidence thresholds for each artifact class. This is a dictionary mapping class names to threshold values (with 1.0 being 100% confidence). Classes that are not listed will not be rejected.

verbose name
Thresholds
default value
{'muscle': 0.8, 'eye': 0.8, 'cardiac': 0.8, 'line noise': 0.8}
port type
DictPort
value type
dict (can be None)

backproject

Back-project to channel space. If enabled, the retained components will be back-projected to channel space.

verbose name
Backproject
default value
True
port type
BoolPort
value type
bool (can be None)

verbose

Enable verbose output.

verbose name
Verbose
default value
True
port type
BoolPort
value type
bool (can be None)

set_breakpoint

Set a breakpoint on this node. If this is enabled, your debugger (if one is attached) will trigger a breakpoint.

verbose name
Set Breakpoint (Debug Only)
default value
False
port type
BoolPort
value type
bool (can be None)

metadata

User-definable meta-data associated with the node. Usually reserved for technical purposes.

verbose name
Metadata
default value
{}
port type
DictPort
value type
dict (can be None)