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SigmoidalNeuron Class Reference

#include <sigmoidalneuron.h>

Inheritance diagram for SigmoidalNeuron:

List of all members.

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Detailed Description

An analog neuron with a sigmoidal activation function.

Public Attributes

• double thresh

  Itot = logsig(beta*(Itot-thresh)) [readwrite; units=W;].
  
  

• double beta

  Itot = logsig(beta*(Itot-thresh)) [readwrite; units=1;].
  
  

• double tau_m

  time constant [readwrite;]
  
  

• double A_max

  the output of a sig neuron is scaled to (0,W_max) [readwrite; units=1;]
  
  

• double I_inject

  external current injected into neuron [readwrite; units=W;]
  
  

• double Vm_init

  initial 'membrane voltage' [readwrite; units=V;]
  
  

Private Attributes

• double C1

  constant for exponential Euler integration of Vm [hidden;]
  
  

• double C2

  constant for exponential Euler integration of Vm [hidden;]
  
  

Friends

• class ExtOutSigmoidalNeuron
• class csimClassInfoDB

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