def __init__(self,
num_osc,
parameters=None,
type_conn=conn_type.ALL_TO_ALL,
type_conn_represent=conn_represent.MATRIX,
height=None,
width=None,
ccore=False):
"""!
@brief Constructor of oscillatory network is based on Kuramoto model.
@param[in] num_osc (uint): Number of oscillators in the network.
@param[in] parameters (pcnn_parameters): Parameters of the network.
@param[in] type_conn (conn_type): Type of connection between oscillators in the network (all-to-all, grid, bidirectional list, etc.).
@param[in] type_conn_represent (conn_represent): Internal representation of connection in the network: matrix or list.
@param[in] height (uint): Number of oscillators in column of the network, this argument is used
only for network with grid structure (GRID_FOUR, GRID_EIGHT), for other types this argument is ignored.
@param[in] width (uint): Number of oscillotors in row of the network, this argument is used only
for network with grid structure (GRID_FOUR, GRID_EIGHT), for other types this argument is ignored.
@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 = pcnn_parameters()
if (ccore is True):
network_height = height
network_width = width
if ((type_conn == conn_type.GRID_FOUR)
or (type_conn == conn_type.GRID_EIGHT)):
if ((network_height is None) or (network_width is None)):
side_size = num_osc**(0.5)
if (side_size - math.floor(side_size) > 0):
raise NameError(
'Invalid number of oscillators in the network in case of grid structure'
)
network_height = int(side_size)
network_width = int(side_size)
else:
network_height = 0
network_width = 0
self.__ccore_pcnn_pointer = wrapper.pcnn_create(
num_osc, type_conn, network_height, network_width,
self._params)
else:
super().__init__(num_osc, type_conn, type_conn_represent, height,
width)
self._outputs = [0.0] * self._num_osc
self._feeding = [0.0] * self._num_osc
self._linking = [0.0] * self._num_osc
self._threshold = [random.random() 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 = False):
"""!
@brief Constructor of oscillatory network is based on Kuramoto model.
@param[in] num_osc (uint): Number of oscillators in the network.
@param[in] parameters (pcnn_parameters): Parameters of the network.
@param[in] type_conn (conn_type): Type of connection between oscillators in the network (all-to-all, grid, bidirectional list, etc.).
@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 = pcnn_parameters();
if (ccore is True):
self.__ccore_pcnn_pointer = wrapper.pcnn_create(num_osc, type_conn, self._params);
else:
super().__init__(num_osc, type_conn, type_conn_represent);
self._outputs = [0.0] * self._num_osc;
self._feeding = [0.0] * self._num_osc;
self._linking = [0.0] * self._num_osc;
self._threshold = [ random.random() 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=False):
"""!
@brief Constructor of oscillatory network is based on Kuramoto model.
@param[in] num_osc (uint): Number of oscillators in the network.
@param[in] parameters (pcnn_parameters): Parameters of the network.
@param[in] type_conn (conn_type): Type of connection between oscillators in the network (all-to-all, grid, bidirectional list, etc.).
@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 = pcnn_parameters()
if (ccore is True):
self.__ccore_pcnn_pointer = wrapper.pcnn_create(
num_osc, type_conn, self._params)
else:
super().__init__(num_osc, type_conn, type_conn_represent)
self._outputs = [0.0] * self._num_osc
self._feeding = [0.0] * self._num_osc
self._linking = [0.0] * self._num_osc
self._threshold = [random.random() 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, height=None, width=None, ccore=True):
"""!
@brief Constructor of oscillatory network is based on Kuramoto model.
@param[in] num_osc (uint): Number of oscillators in the network.
@param[in] parameters (pcnn_parameters): Parameters of the network.
@param[in] type_conn (conn_type): Type of connection between oscillators in the network (all-to-all, grid, bidirectional list, etc.).
@param[in] type_conn_represent (conn_represent): Internal representation of connection in the network: matrix or list.
@param[in] height (uint): Number of oscillators in column of the network, this argument is used
only for network with grid structure (GRID_FOUR, GRID_EIGHT), for other types this argument is ignored.
@param[in] width (uint): Number of oscillotors in row of the network, this argument is used only
for network with grid structure (GRID_FOUR, GRID_EIGHT), for other types this argument is ignored.
@param[in] ccore (bool): If True then all interaction with object will be performed via CCORE library (C++ implementation of pyclustering).
"""
self._outputs = None # list of outputs of oscillators.
self._feeding = None # feeding compartment of each oscillator.
self._linking = None # linking compartment of each oscillator.
self._threshold = None # threshold of each oscillator.
self._params = None
self.__ccore_pcnn_pointer = None
# set parameters of the network
if parameters is not None:
self._params = parameters
else:
self._params = pcnn_parameters()
if (ccore is True) and ccore_library.workable():
network_height = height
network_width = width
if (type_conn == conn_type.GRID_FOUR) or (type_conn == conn_type.GRID_EIGHT):
if (network_height is None) or (network_width is None):
side_size = num_osc ** (0.5)
if side_size - math.floor(side_size) > 0:
raise NameError('Invalid number of oscillators in the network in case of grid structure')
network_height = int(side_size)
network_width = int(side_size)
else:
network_height = 0
network_width = 0
self.__ccore_pcnn_pointer = wrapper.pcnn_create(num_osc, type_conn, network_height, network_width, self._params)
else:
super().__init__(num_osc, type_conn, type_conn_represent, height, width)
self._outputs = [0.0] * self._num_osc
self._feeding = [0.0] * self._num_osc
self._linking = [0.0] * self._num_osc
self._threshold = [ random.random() for i in range(self._num_osc) ]
