verve::WinnerTakeAllPopulation Class Reference

A Population with a single active Neuron. More...

#include <WinnerTakeAllPopulation.h>

Inheritance diagram for verve::WinnerTakeAllPopulation:

List of all members.

Public Member Functions
VERVE_DECL	WinnerTakeAllPopulation ()
virtual VERVE_DECL	~WinnerTakeAllPopulation ()
virtual VERVE_DECL void VERVE_CALL	updateFiringRatesWTA ()
Protected Member Functions
unsigned int	computeWinnerIndex ()

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Detailed Description

A Population with a single active Neuron.

The active Neuron is chosen probabilistically based on the Neurons' firing rates.

Definition at line 33 of file WinnerTakeAllPopulation.h.

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Constructor & Destructor Documentation

verve::WinnerTakeAllPopulation::WinnerTakeAllPopulation (   )

Definition at line 29 of file WinnerTakeAllPopulation.cpp.

verve::WinnerTakeAllPopulation::~WinnerTakeAllPopulation (   )  [virtual]

Definition at line 34 of file WinnerTakeAllPopulation.cpp.

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Member Function Documentation

unsigned int verve::WinnerTakeAllPopulation::computeWinnerIndex (   )  [protected]

Runs the winner-take-all method and returns the index of the winner. Definition at line 71 of file WinnerTakeAllPopulation.cpp. References verve::Population::mNeurons.

void verve::WinnerTakeAllPopulation::updateFiringRatesWTA (   )  [virtual]

Updates all Neuron firing rates and applies the winner-take-all method. Automatically updates the input sums of all post-synaptic Neurons. Definition at line 38 of file WinnerTakeAllPopulation.cpp. References verve::Population::mNeurons. Referenced by verve::RLModule::updateActorOutput().

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

• WinnerTakeAllPopulation.h
• WinnerTakeAllPopulation.cpp

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