Instar network is able to recognize a single vector pattern based on a modified Hebbian rule. The network has single McCulloch-Pitts neuron in output layer.
In this configuration the to neuron responds to a pattern of the from neurons
To create and train Instar neural network with easyNeurons do the following:
Step 1. To create Instar network, in main menu click Networks > Instar
Step 2. Enter number of neurons in input layer, and click Create button.
This will create the Instar neural network with eight neurons in input and one in output layer.
Now we shall train this simple network, to learn from data. First we have to create the training set
Step 3. In main menu click Training > New Training Set to open training set wizard.
Step 4. Train network
TODO
Step 5. Test network
TODO