本文整理汇总了Python中pyclustering.nnet.legion.legion_parameters函数的典型用法代码示例。如果您正苦于以下问题：Python legion_parameters函数的具体用法？Python legion_parameters怎么用？Python legion_parameters使用的例子？那么恭喜您, 这里精选的函数代码示例或许可以为您提供帮助。
在下文中一共展示了legion_parameters函数的15个代码示例，这些例子默认根据受欢迎程度排序。您可以为喜欢或者感觉有用的代码点赞，您的评价将有助于系统推荐出更棒的Python代码示例。
示例1: template_segmentation_image
def template_segmentation_image(image_file, parameters, steps, time, ccore_flag = True):
image = read_image(image_file);
stimulus = rgb2gray(image);
for pixel_index in range(len(stimulus)):
if (stimulus[pixel_index] < 235): stimulus[pixel_index] = 1;
else: stimulus[pixel_index] = 0;
if (parameters is None):
parameters = legion_parameters();
net = legion_network(len(stimulus), parameters, conn_type.GRID_FOUR, ccore = ccore_flag);
output_dynamic = net.simulate(steps, time, stimulus);
ensembles = output_dynamic.allocate_sync_ensembles();
draw_image_mask_segments(image_file, ensembles);
# draw_dynamics(output_dynamic.time, output_dynamic.output, x_title = "Time", y_title = "x(t)", separate = ensembles);
# just for checking correctness of results - let's use classical algorithm
dbscan_instance = dbscan(image, 3, 4, True);
dbscan_instance.process();
trustable_clusters = dbscan_instance.get_clusters();
draw_dynamics(output_dynamic.time, output_dynamic.output, x_title = "Time", y_title = "x(t)", separate = trustable_clusters);示例2: thirteen_oscillator_three_stimulated_ensembles_list
def thirteen_oscillator_three_stimulated_ensembles_list():
"Good example of three synchronous ensembels"
"Not accurate due to false skipes are observed"
parameters = legion_parameters();
parameters.Wt = 4.0;
parameters.fi = 0.8;
template_dynamic_legion(15, 1000, 1000, conn_type = conn_type.LIST_BIDIR, stimulus = [1, 1, 1, 0, 0, 0, 1, 1, 1, 0, 0, 1, 1, 1, 1], params = parameters, separate_repr = [ [0, 1, 2], [3, 4, 5, 9, 10], [6, 7, 8], [11, 12, 13, 14] ]);示例3: simple_segmentation_example
def simple_segmentation_example():
"Perfect results!"
parameters = legion_parameters();
parameters.eps = 0.02;
parameters.alpha = 0.005;
parameters.betta = 0.1;
parameters.gamma = 7.0;
parameters.teta = 0.9;
parameters.lamda = 0.1;
parameters.teta_x = -0.5;
parameters.teta_p = 7.0;
parameters.Wz = 0.7;
parameters.mu = 0.01;
parameters.fi = 3.0;
parameters.teta_xz = 0.1;
parameters.teta_zx = 0.1;
parameters.ENABLE_POTENTIONAL = False;
template_dynamic_legion(81, 2500, 2500,
conn_type = conn_type.GRID_FOUR,
params = parameters,
stimulus = [1, 1, 1, 0, 0, 0, 0, 0, 0,
1, 1, 1, 0, 0, 1, 1, 1, 1,
1, 1, 1, 0, 0, 1, 1, 1, 1,
0, 0, 0, 0, 0, 0, 1, 1, 1,
0, 0, 0, 0, 0, 0, 1, 1, 1,
1, 1, 1, 1, 0, 0, 1, 1, 1,
1, 1, 1, 1, 0, 0, 0, 0, 0,
1, 1, 1, 1, 0, 0, 0, 0, 0,
1, 1, 1, 1, 0, 0, 0, 0, 0],
separate_repr = [ [0, 1, 2, 9, 10, 11, 18, 19, 20],
[14, 15, 16, 17, 23, 24, 25, 26, 33, 34, 35, 42, 43, 44, 51, 52, 53],
[45, 46, 47, 48, 54, 55, 56, 57, 63, 64, 65, 66, 72, 73, 74, 75] ]);示例4: sixteen_oscillator_two_stimulated_ensembles_grid
def sixteen_oscillator_two_stimulated_ensembles_grid():
"Not accurate false due to spikes are observed"
parameters = legion_parameters();
parameters.teta_x = -1.1;
template_dynamic_legion(16, 2000, 1500, conn_type = conn_type.GRID_FOUR, params = parameters, stimulus = [1, 1, 1, 0,
1, 1, 1, 0,
0, 0, 0, 1,
0, 0, 1, 1]);示例5: testUstimulatedOscillatorWithoutLateralPotential
def testUstimulatedOscillatorWithoutLateralPotential(self):
params = legion_parameters();
params.teta = 0; # because no neighbors at all
net = legion_network(1, type_conn = conn_type.NONE, parameters = params, ccore = False);
dynamic = net.simulate(1000, 200, [0]);
assert extract_number_oscillations(dynamic.output, amplitude_threshold = 0.0) == 0;示例6: testStimulatedOscillatorWithoutLateralPotential
def testStimulatedOscillatorWithoutLateralPotential(self):
params = legion_parameters();
params.teta = 0; # because no neighbors at all
net = legion_network(1, type_conn = conn_type.NONE, parameters = params, ccore = False);
dynamic = net.simulate(2000, 400, [1]);
assert extract_number_oscillations(dynamic.output) > 1;示例7: testStimulatedOscillatorWithoutLateralPotential
def testStimulatedOscillatorWithoutLateralPotential(self):
params = legion_parameters();
params.teta = 0; # because no neighbors at all
net = legion_network(1, [1], type_conn = conn_type.NONE, parameters = params);
(t, x, z) = net.simulate(1000, 200);
assert extract_number_oscillations(x) > 1; 示例8: testUnstimulatedTwoOscillators
def testUnstimulatedTwoOscillators(self):
params = legion_parameters();
params.teta_p = 2.5;
net = legion_network(2, [0, 0], type_conn = conn_type.LIST_BIDIR, parameters = params);
(t, x, z) = net.simulate(1000, 1000);
assert extract_number_oscillations(x, 0) == 1;
assert extract_number_oscillations(x, 1) == 1;示例9: segmentation_image_simple1
def segmentation_image_simple1():
"Perfect"
parameters = legion_parameters();
parameters.eps = 0.02;
parameters.alpha = 0.005;
parameters.betta = 0.1;
parameters.gamma = 7.0;
parameters.teta = 0.9;
parameters.lamda = 0.1;
parameters.teta_x = -0.5;
parameters.teta_p = 7.0;
parameters.Wz = 0.7;
parameters.mu = 0.01;
parameters.fi = 3.0;
parameters.teta_xz = 0.1;
parameters.teta_zx = 0.1;
parameters.ENABLE_POTENTIONAL = False;
template_segmentation_image(IMAGE_SIMPLE_SAMPLES.IMAGE_SIMPLE12, parameters, 2000, 2000, True);示例10: three_oscillator_mix_stimulated_list
def three_oscillator_mix_stimulated_list():
parameters = legion_parameters();
parameters.Wt = 4.0;
template_dynamic_legion(3, 1500, 1500, conn_type = conn_type.LIST_BIDIR, stimulus = [1, 0, 1], params = parameters);示例11: three_oscillator_unstimulated_list
def three_oscillator_unstimulated_list():
parameters = legion_parameters();
parameters.teta = 0; # because no stmulated neighbors
template_dynamic_legion(3, 2000, 200, conn_type = conn_type.LIST_BIDIR, params = parameters);示例12: one_oscillator_stimulated
def one_oscillator_stimulated():
parameters = legion_parameters();
parameters.teta = 0; # because no neighbors at all
template_dynamic_legion(1, 2000, 500, stimulus = [1], params = parameters);示例13: one_oscillator_unstimulated
def one_oscillator_unstimulated():
parameters = legion_parameters();
parameters.teta = 0; # because no neighbors at all
template_dynamic_legion(1, 2000, 500, conn_type.NONE, [0], parameters);示例14: testOutputDynamicInformation
def testOutputDynamicInformation(self):
LegionTestTemplates.templateOutputDynamicInformation([1, 0, 1], legion_parameters(), conn_type.LIST_BIDIR, 100, 100, False);示例15: testSyncEnsembleAllocationThreeMixStimulatedOscillators
def testSyncEnsembleAllocationThreeMixStimulatedOscillators(self):
parameters = legion_parameters();
parameters.Wt = 4.0;
LegionTestTemplates.templateSyncEnsembleAllocation([1, 0, 1], None, conn_type.LIST_BIDIR, 1500, 1500, [[0, 2], [1]], False);