BadChannelsMaxwellResult

Namespace: RTPROCESSINGLIB  ·  Library: DSP Library

#include <dsp/bad_channels_maxwell.h>

struct UTILSLIB::BadChannelsMaxwellResult

Result of SSS-based bad channel detection.

src/examples/ex_dsp_maxwell/main.cpp

MatrixXd broken = data;
broken.row(meg[40]).array() += 2e-7; // a sensor with a constant offset the multipole model cannot explain
BadChannelsMaxwellParams badParams;
badParams.origin = params.origin;
badParams.dZThreshold = 50.0; // robust z-score of the reconstruction residual
const BadChannelsMaxwellResult bads = findBadChannelsMaxwell(broken, info, badParams);

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Example

• Full source: src/examples/ex_dsp_maxwell/main.cpp
• Build target: ex_dsp_maxwell (runs under CTest)
• Data: mne-cpp-test-data

Used in examples

ex_dsp_maxwell

DSP Maxwell filtering: SSS, bad-channel detection, movement compensation, fine calibration and cHPI removal.

src/examples/ex_dsp_maxwell/main.cpp, line 145

BadChannelsMaxwellParams badParams;
badParams.origin = params.origin;
badParams.dZThreshold = 50.0; // robust z-score of the reconstruction residual
const BadChannelsMaxwellResult bads = findBadChannelsMaxwell(broken, info, badParams);
int worst = 0;
bads.zScores.maxCoeff(&worst);
ok &= expect(worst == 40 && bads.badIndices.contains(meg[40]) && bads.badChannels.contains(info.ch_names[meg[40]]),
             QString("findBadChannelsMaxwell ranks %1 worst (z = %2), flagged: %3").arg(info.ch_names[meg[worst]]).arg(bads.zScores(worst), 0, 'f', 0).arg(bads.badChannels.join(", ")));

Authors of this file

• Christoph Dinh <christoph.dinh@mne-cpp.org>