annoviko / pyclustering

        """

        if (self.__ccore_pcnn_dynamic_pointer is not None):

            return wrapper.pcnn_dynamic_get_size(self.__ccore_pcnn_dynamic_pointer);

        return len(self.__dynamic);

    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);

                        traverse_oscillators.add(i);

            if (sync_ensemble != []):

                sync_ensembles.append(sync_ensemble);

        return sync_ensembles;

    def allocate_spike_ensembles(self):

        """!

        @brief Analyses output dynamic of network and allocates spikes on each iteration as a list of indexes of oscillators.

        @details Each allocated spike ensemble represents list of indexes of oscillators whose output is active.

        @return (list) Spike ensembles of oscillators.

        """

        if (self.__ccore_pcnn_dynamic_pointer is not None):

            return wrapper.pcnn_dynamic_allocate_spike_ensembles(self.__ccore_pcnn_dynamic_pointer);

        spike_ensembles = [];

        number_oscillators = len(self.__dynamic[0]);

        for t in range(len(self.__dynamic)):

            spike_ensemble = [];

            for index in range(number_oscillators):

                if (self.__dynamic[t][index] == self.__OUTPUT_TRUE):

                    spike_ensemble.append(index);

            if (len(spike_ensemble) > 0):

                spike_ensembles.append(spike_ensemble);