cogpy.wave
Waveform detection, feature extraction, and travelling-wave analysis methods (phase gradients, optical flow, beamforming, k-omega spectra).
Tutorial: Travelling-Wave Detection and Analysis
Submodules
module for identifying local minima and maxima |
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Scalar feature extraction for detected travelling waves. |
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Synthetic travelling-wave generation for testing. |
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Phase-gradient analysis and plane-wave fitting. |
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Dense velocity-field estimation via optical flow. |
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Vector-field analysis: divergence, curl, critical points, classification. |
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Broadband generalized-phase estimation. |
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Wavenumber–frequency (k–ω) spectral analysis. |
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Frequency–wavenumber beamforming for irregular electrode arrays. |
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Separable N-D multitaper spectral estimation. |
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Null-model surrogate generation for travelling-wave statistics. |
Waveform detection, extraction, feature analysis, and travelling-wave methods.
Waveform analysis: detect, features, process, plot, utils.
Travelling-wave analysis: phase_gradient, optical_flow, vector_field,
generalized_phase, kw_spectrum, beamforming, multitaper_nd,
surrogates, synthetic.