def test_plot_topo_power():
"""Test plotting of power
"""
epochs = _get_epochs()
decim = 3
frequencies = np.arange(7, 30, 3) # define frequencies of interest
power = np.abs(np.random.randn(n_chan, 7, 141))
phase_lock = np.random.randn(n_chan, 7, 141)
baseline = (None, 0) # set the baseline for induced power
title = 'Induced power - MNE sample data'
plot_topo_power(epochs,
power,
frequencies,
layout,
baseline=baseline,
mode='ratio',
decim=decim,
vmin=0.,
vmax=14,
title=title)
title = 'Phase locking value - MNE sample data'
plot_topo_phase_lock(epochs,
phase_lock,
frequencies,
layout,
baseline=baseline,
mode='mean',
decim=decim,
title=title)
plt.close('all')
def test_plot_topo_power():
"""Test plotting of power
"""
decim = 3
frequencies = np.arange(7, 30, 3) # define frequencies of interest
power = np.abs(np.random.randn(n_chan, 7, 141))
phase_lock = np.random.randn(n_chan, 7, 141)
baseline = (None, 0) # set the baseline for induced power
title = 'Induced power - MNE sample data'
plot_topo_power(epochs, power, frequencies, layout, baseline=baseline,
mode='ratio', decim=decim, vmin=0., vmax=14, title=title)
title = 'Phase locking value - MNE sample data'
plot_topo_phase_lock(epochs, phase_lock, frequencies, layout,
baseline=baseline, mode='mean', decim=decim,
title=title)
def test_plot_topo_power():
"""Test plotting of power
"""
epochs = _get_epochs()
decim = 3
frequencies = np.arange(7, 30, 3) # define frequencies of interest
power = np.abs(np.random.randn(n_chan, 7, 141))
phase_lock = np.random.randn(n_chan, 7, 141)
baseline = (None, 0) # set the baseline for induced power
title = "Induced power - MNE sample data"
plot_topo_power(
epochs, power, frequencies, layout, baseline=baseline, mode="ratio", decim=decim, vmin=0.0, vmax=14, title=title
)
title = "Phase locking value - MNE sample data"
plot_topo_phase_lock(
epochs, phase_lock, frequencies, layout, baseline=baseline, mode="mean", decim=decim, title=title
)
plt.close("all")
Fs = raw.info['sfreq'] # sampling in Hz
decim = 3
power, phase_lock = induced_power(data, Fs=Fs, frequencies=frequencies,
n_cycles=n_cycles, n_jobs=1, use_fft=False,
decim=decim, zero_mean=True)
###############################################################################
# Prepare topography plots, set baseline correction parameters
baseline = (None, 0) # set the baseline for induced power
mode = 'ratio' # set mode for baseline rescaling
###############################################################################
# Show topography of power.
title = 'Induced power - MNE sample data'
plot_topo_power(epochs, power, frequencies, layout, baseline=baseline,
mode=mode, decim=decim, vmin=0., vmax=14, title=title)
plt.show()
###############################################################################
# Show topography of phase locking value (PLV)
mode = None # no baseline rescaling for PLV
title = 'Phase locking value - MNE sample data'
plot_topo_phase_lock(epochs, phase_lock, frequencies, layout,
baseline=baseline, mode=mode, decim=decim, title=title)
plt.show()
###############################################################################
# Prepare topography plots, set baseline correction parameters
baseline = (None, 0) # set the baseline for induced power
mode = 'ratio' # set mode for baseline rescaling
###############################################################################
# Show topography of power.
title = 'Induced power - MNE sample data'
plot_topo_power(epochs,
power,
frequencies,
layout,
baseline=baseline,
mode=mode,
decim=decim,
vmin=0.,
vmax=14,
title=title)
plt.show()
###############################################################################
# Show topography of phase locking value (PLV)
mode = None # no baseline rescaling for PLV
title = 'Phase locking value - MNE sample data'
plot_topo_phase_lock(epochs,
phase_lock,
frequencies,
