Public Member Functions
	__init__ (self, amp_range, tau_range)

	encode (self, tau)

	decode (self, etau)

Public Attributes
	amp_min
	amp range

	amp_max = amp_range
	amp range

	tau_min
	tau range

	tau_max = tau_range
	tau range

tuple	at_ratio = (self.amp_max - self.amp_min) / (self.tau_max - self.tau_min)
	at ratio

Detailed Description

A simple class to encode and decode tau values for network training
based on amplitude and tau ranges.

Definition at line 170 of file SVDSimBase.py.

Constructor & Destructor Documentation

◆ init()

__init__	(	self,
		amp_range,
		tau_range )

creates the class

Definition at line 177 of file SVDSimBase.py.

    def __init__(self, amp_range, tau_range):
        """
        creates the class
        """
        
        self.amp_min, self.amp_max = amp_range
        
        self.tau_min, self.tau_max = tau_range
        
        self.at_ratio = (self.amp_max - self.amp_min) / (self.tau_max - self.tau_min)
 

Member Function Documentation

◆ decode()

decode	(		self,
			etau )

decoder of tau values for network training

Definition at line 194 of file SVDSimBase.py.

    def decode(self, etau):
        """
        decoder of tau values for network training
        """
        return (self.tau_min + 1.0 / self.at_ratio * (etau - self.amp_min))
 
 

◆ encode()

encode	(		self,
			tau )

encoder of tau values for network training

Definition at line 188 of file SVDSimBase.py.

    def encode(self, tau):
        """
        encoder of tau values for network training
        """
        return (self.amp_min + self.at_ratio * (tau - self.tau_min))
 

Member Data Documentation

◆ amp_max

amp_max = amp_range

amp range

Definition at line 182 of file SVDSimBase.py.

◆ amp_min

amp_min

amp range

Definition at line 182 of file SVDSimBase.py.

◆ at_ratio

tuple at_ratio = (self.amp_max - self.amp_min) / (self.tau_max - self.tau_min)

at ratio

Definition at line 186 of file SVDSimBase.py.

◆ tau_max

tau_max = tau_range

tau range

Definition at line 184 of file SVDSimBase.py.

◆ tau_min

tau_min