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"""!
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3
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@brief Unit-tests for oscillatory network based on Hodgkin-Huxley model of neuron.
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5
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@authors Andrei Novikov ([email protected])
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@date 2014-2016
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@copyright GNU Public License
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9
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@cond GNU_PUBLIC_LICENSE
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PyClustering is free software: you can redistribute it and/or modify
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it under the terms of the GNU General Public License as published by
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the Free Software Foundation, either version 3 of the License, or
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(at your option) any later version.
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14
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15
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PyClustering is distributed in the hope that it will be useful,
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but WITHOUT ANY WARRANTY; without even the implied warranty of
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MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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GNU General Public License for more details.
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20
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You should have received a copy of the GNU General Public License
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along with this program. If not, see <http://www.gnu.org/licenses/>.
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22
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@endcond
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"""
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26
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import unittest;
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from pyclustering.utils import extract_number_oscillations;
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29
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30
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from pyclustering.nnet.hhn import hhn_network, hhn_parameters;
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31
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32
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class Test(unittest.TestCase):
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# Tests regarded to synchronous ensembles allocation.
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def templateSyncEnsembleAllocation(self, stimulus, params, sim_steps, sim_time, expected_clusters):
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result_testing = False;
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37
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for attempt in range(0, 2, 1):
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net = hhn_network(len(stimulus), stimulus, params);
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(t, x) = net.simulate(sim_steps, sim_time);
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ensembles = net.allocate_sync_ensembles(1.0);
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if (ensembles != expected_clusters):
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continue;
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result_testing = True;
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break;
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assert result_testing;
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50
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def testGlobalSyncWithSameStimulus(self):
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51
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self.templateSyncEnsembleAllocation([27, 27, 27], None, 300, 50, [[0, 1, 2]]);
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53
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def testGlobalSyncWithVariousStimulus(self):
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self.templateSyncEnsembleAllocation([26, 26, 27, 27, 26, 25], None, 300, 50, [[0, 1, 2, 3, 4, 5]]);
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56
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def testPartialSync(self):
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57
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self.templateSyncEnsembleAllocation([25, 25, 50, 50], None, 400, 200, [ [0, 1], [2, 3] ]);
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if __name__ == "__main__":
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unittest.main(); |
annoviko /
pyclustering
