pyclustering.nnet.fsync.fsync_dynamic Class Reference

Represents output dynamic of Sync in frequency domain. More...

Public Member Functions
def	__init__ (self, amplitude, time)
	Constructor of Sync dynamic in frequency domain. More...
def	output (self)
	(list) Returns output dynamic of the Sync network (amplitudes of each oscillator in the network) during simulation.
def	time (self)
	(list) Returns time-points corresponds to dynamic-points points.
def	__len__ (self)
	(uint) Returns number of simulation steps that are stored in dynamic.
def	__getitem__ (self, index)
	Indexing of the dynamic.
def	allocate_sync_ensembles (self, tolerance=0.1)
	Allocate clusters in line with ensembles of synchronous oscillators where each synchronous ensemble corresponds to only one cluster. More...
def	extract_number_oscillations (self, index, amplitude_threshold)
	Extracts number of oscillations of specified oscillator. More...

Detailed Description

Represents output dynamic of Sync in frequency domain.

Definition at line 37 of file fsync.py.

Constructor & Destructor Documentation

__init__()

def pyclustering.nnet.fsync.fsync_dynamic.__init__	(		self,
			amplitude,
			time
	)

Constructor of Sync dynamic in frequency domain.

Parameters

[in]	amplitude	(list): Dynamic of oscillators on each step of simulation.
[in]	time	(list): Simulation time where each time-point corresponds to amplitude-point.

Definition at line 44 of file fsync.py.

Member Function Documentation

allocate_sync_ensembles()

def pyclustering.nnet.fsync.fsync_dynamic.allocate_sync_ensembles	(		self,
			tolerance = 0.1
	)

Allocate clusters in line with ensembles of synchronous oscillators where each synchronous ensemble corresponds to only one cluster.

Parameters

[in]

tolerance

(double): Maximum error for allocation of synchronous ensemble oscillators.

Returns

(list) Grours of indexes of synchronous oscillators, for example, [ [index_osc1, index_osc3], [index_osc2], [index_osc4, index_osc5] ].

Definition at line 101 of file fsync.py.

Referenced by pyclustering.gcolor.hysteresis.hysteresis_analyser.allocate_clusters(), pyclustering.cluster.syncnet.syncnet_analyser.allocate_clusters(), and pyclustering.gcolor.sync.syncgcolor_analyser.allocate_color_clusters().

extract_number_oscillations()

def pyclustering.nnet.fsync.fsync_dynamic.extract_number_oscillations	(		self,
			index,
			amplitude_threshold
	)

Extracts number of oscillations of specified oscillator.

Parameters

[in]	index	(uint): Index of oscillator whose dynamic is considered.
[in]	amplitude_threshold	(double): Amplitude threshold when oscillation is taken into account, for example, when oscillator amplitude is greater than threshold then oscillation is incremented.

Returns

(uint) Number of oscillations of specified oscillator.

Definition at line 114 of file fsync.py.

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

• pyclustering/nnet/fsync.py