def allocate_sync_ensembles(self):
"""!
@brief Allocate clusters in line with ensembles of synchronous oscillators where each
synchronous ensemble corresponds to only one cluster.
@return (list) Grours (lists) of indexes of synchronous oscillators.
For example, [ [index_osc1, index_osc3], [index_osc2], [index_osc4, index_osc5] ].
"""
if self.__ccore_pcnn_dynamic_pointer is not None:
return wrapper.pcnn_dynamic_allocate_sync_ensembles(
self.__ccore_pcnn_dynamic_pointer)
sync_ensembles = []
traverse_oscillators = set()
number_oscillators = len(self.__dynamic[0])
for t in range(len(self.__dynamic) - 1, 0, -1):
sync_ensemble = []
for i in range(number_oscillators):
if self.__dynamic[t][i] == self.__OUTPUT_TRUE:
if i not in traverse_oscillators:
sync_ensemble.append(i)
traverse_oscillators.add(i)
if sync_ensemble != []:
sync_ensembles.append(sync_ensemble)
return sync_ensembles
def allocate_sync_ensembles(self):
"""!
@brief Allocate clusters in line with ensembles of synchronous oscillators where each
synchronous ensemble corresponds to only one cluster.
@return (list) Grours (lists) of indexes of synchronous oscillators.
For example, [ [index_osc1, index_osc3], [index_osc2], [index_osc4, index_osc5] ].
"""
if (self.__ccore_pcnn_dynamic_pointer is not None):
return wrapper.pcnn_dynamic_allocate_sync_ensembles(self.__ccore_pcnn_dynamic_pointer);
sync_ensembles = [];
traverse_oscillators = set();
number_oscillators = len(self.__dynamic[0]);
for t in range(len(self.__dynamic) - 1, 0, -1):
sync_ensemble = [];
for i in range(number_oscillators):
if (self.__dynamic[t][i] == self.__OUTPUT_TRUE):
if (i not in traverse_oscillators):
sync_ensemble.append(i);
traverse_oscillators.add(i);
if (sync_ensemble != []):
sync_ensembles.append(sync_ensemble);
return sync_ensembles;