pyclustering.nnet.legion.legion_parameters Class Reference

Describes parameters of LEGION. More...

## Public Member Functions | |

def | __init__ (self) |

Default constructor of parameters for LEGION (local excitatory global inhibitory oscillatory network). More... | |

## Public Attributes | |

eps | |

Coefficient that affects intrinsic inhibitor of each oscillator. More... | |

alpha | |

Coefficient is chosen to be on the same order of magnitude as 'eps'. More... | |

gamma | |

Coefficient that is used to control the ratio of the times that the solution spends in these two phases. More... | |

betta | |

Coefficient that affects on intrinsic inhibitor of each oscillator. More... | |

lamda | |

Scale coefficient that is used by potential, should be greater than 0. More... | |

teta | |

Threshold that should be exceeded by a potential to switch on potential. More... | |

teta_x | |

Threshold that should be exceeded by a single oscillator to affect its neighbors. More... | |

teta_p | |

Threshold that should be exceeded to activate potential. More... | |

teta_xz | |

Threshold that should be exceeded by any oscillator to activate global inhibitor. More... | |

teta_zx | |

Threshold that should be exceeded to affect on a oscillator by the global inhibitor. More... | |

T | |

Weight of permanent connections. More... | |

mu | |

Defines time scaling of relaxing of oscillator potential. More... | |

Wz | |

Weight of global inhibitory connections. More... | |

Wt | |

Total dynamic weights to a single oscillator from neighbors. More... | |

fi | |

Rate at which the global inhibitor reacts to the stimulation from the oscillator network. More... | |

ro | |

Multiplier of oscillator noise. More... | |

I | |

Value of external stimulus. More... | |

ENABLE_POTENTIONAL | |

Defines whether to use potentional of oscillator or not. More... | |

Describes parameters of LEGION.

Contained parameters affect on output dynamic of each oscillator of the network.

- See also
- legion_network

def pyclustering.nnet.legion.legion_parameters.__init__ | ( | self | ) |

pyclustering.nnet.legion.legion_parameters.alpha |

pyclustering.nnet.legion.legion_parameters.betta |

pyclustering.nnet.legion.legion_parameters.ENABLE_POTENTIONAL |

pyclustering.nnet.legion.legion_parameters.eps |

pyclustering.nnet.legion.legion_parameters.fi |

pyclustering.nnet.legion.legion_parameters.gamma |

pyclustering.nnet.legion.legion_parameters.I |

pyclustering.nnet.legion.legion_parameters.lamda |

pyclustering.nnet.legion.legion_parameters.mu |

pyclustering.nnet.legion.legion_parameters.ro |

pyclustering.nnet.legion.legion_parameters.T |

pyclustering.nnet.legion.legion_parameters.teta |

pyclustering.nnet.legion.legion_parameters.teta_p |

pyclustering.nnet.legion.legion_parameters.teta_x |

pyclustering.nnet.legion.legion_parameters.teta_xz |

pyclustering.nnet.legion.legion_parameters.teta_zx |

pyclustering.nnet.legion.legion_parameters.Wt |

pyclustering.nnet.legion.legion_parameters.Wz |

The documentation for this class was generated from the following file:

- pyclustering/nnet/legion.py