def __init__(self, num_osc, parameters = None, type_conn = conn_type.ALL_TO_ALL, type_conn_represent = conn_represent.MATRIX, ccore = False):
"""!
@brief Constructor of oscillatory network LEGION (local excitatory global inhibitory oscillatory network).
@param[in] num_osc (uint): Number of oscillators in the network.
@param[in] parameters (legion_parameters): Parameters of the network that are defined by structure 'legion_parameters'.
@param[in] type_conn (conn_type): Type of connection between oscillators in the network.
@param[in] type_conn_represent (conn_represent): Internal representation of connection in the network: matrix or list.
@param[in] ccore (bool): If True then all interaction with object will be performed via CCORE library (C++ implementation of pyclustering).
"""
# set parameters of the network
if (parameters is not None):
self._params = parameters;
else:
self._params = legion_parameters();
if (ccore is True):
self.__ccore_legion_pointer = wrapper.legion_create(num_osc, type_conn, self._params);
else:
super().__init__(num_osc, type_conn, type_conn_represent);
# initial states
self._excitatory = [ random.random() for i in range(self._num_osc) ];
self._inhibitory = [0.0] * self._num_osc;
self._potential = [0.0] * self._num_osc;
self._coupling_term = [0.0] * self._num_osc;
self._buffer_coupling_term = [0.0] * self._num_osc;
# generate first noises
self._noise = [random.random() * self._params.ro for i in range(self._num_osc)];
def __init__(self,
num_osc,
parameters=None,
type_conn=conn_type.ALL_TO_ALL,
type_conn_represent=conn_represent.MATRIX,
ccore=True):
"""!
@brief Constructor of oscillatory network LEGION (local excitatory global inhibitory oscillatory network).
@param[in] num_osc (uint): Number of oscillators in the network.
@param[in] parameters (legion_parameters): Parameters of the network that are defined by structure 'legion_parameters'.
@param[in] type_conn (conn_type): Type of connection between oscillators in the network.
@param[in] type_conn_represent (conn_represent): Internal representation of connection in the network: matrix or list.
@param[in] ccore (bool): If True then all interaction with object will be performed via CCORE library (C++ implementation of pyclustering).
"""
self._params = None
# parameters of the network
self.__ccore_legion_pointer = None
self._params = parameters
# set parameters of the network
if (self._params is None):
self._params = legion_parameters()
if ((ccore is True) and ccore_library.workable()):
self.__ccore_legion_pointer = wrapper.legion_create(
num_osc, type_conn, self._params)
else:
super().__init__(num_osc, type_conn, type_conn_represent)
# initial states
self._excitatory = [random.random() for _ in range(self._num_osc)]
self._inhibitory = [0.0] * self._num_osc
self._potential = [0.0] * self._num_osc
self._coupling_term = None
# coupling term of each oscillator
self._global_inhibitor = 0
# value of global inhibitory
self._stimulus = None
# stimulus of each oscillator
self._dynamic_coupling = None
# dynamic connection between oscillators
self._coupling_term = [0.0] * self._num_osc
self._buffer_coupling_term = [0.0] * self._num_osc
# generate first noises
self._noise = [
random.random() * self._params.ro for i in range(self._num_osc)
]
