pyclustering.nnet Namespace Reference

Neural and oscillatory network module. More...

Namespaces

 cnn
 Chaotic Neural Network.
 
 dynamic_visualizer
 Output dynamic visualizer.
 
 fsync
 Oscillatory Neural Network based on Kuramoto model in frequency domain.
 
 hhn
 Oscillatory Neural Network based on Hodgkin-Huxley Neuron Model.
 
 hysteresis
 Neural Network: Hysteresis Oscillatory Network.
 
 legion
 Neural Network: Local Excitatory Global Inhibitory Oscillatory Network (LEGION)
 
 pcnn
 Neural Network: Pulse Coupled Neural Network.
 
 som
 Neural Network: Self-Organized Feature Map.
 
 sync
 Neural Network: Oscillatory Neural Network based on Kuramoto model.
 
 syncpr
 Phase oscillatory network for patten recognition based on modified Kuramoto model.
 
 syncsegm
 Double-layer oscillatory network with phase oscillator for image segmentation.
 

Classes

class  conn_represent
 Enumerator of internal network connection representation between oscillators. More...
 
class  conn_type
 Enumerator of connection types between oscillators. More...
 
class  initial_type
 Enumerator of types of oscillator output initialization. More...
 
class  network
 Common network description that consists of information about oscillators and connection between them. More...
 
class  solve_type
 Enumerator of solver types that are used for network simulation. More...
 

Detailed Description

Neural and oscillatory network module.

Consists of models of bio-inspired networks.

Authors
Andrei Novikov (pyclu.nosp@m.ster.nosp@m.ing@y.nosp@m.ande.nosp@m.x.ru)
Date
2014-2019