Winner-Take-All Network

The neuron with the highest weighted input in a winner-take-all network takes on an upper value, all other neurons take on the lower value. In case of a tie the node that wins is chosen randomly.

Initialization

When creating a WTA network you can specify how many neurons are in the network and also values for the parameters listed below. The standard layouts are also available. 

Parameters

Number of Units: The number of units in the network.

Lower Value: The activation of any node which does not have the greatest weighted input.

Upper Value: The activation of the node which has the greatest weighted input.

Set Winner Randomly: If selected, there is some chance that the winner is chosen randomly. 

Probablity of choosing a random winner: When set winner randomly is selected, the is the probabilyt of randomly choosing a winner.

Creation/Edit Dialog

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Right Click Menu

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