8.2.2 Neural Network Management

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8.2.2 Neural Network Management

When clicking the icon, the Neural Network management window appears. This window allows to work with neural networks in the current session: Train a new network, save the current network, load a stored network before applying it to a tree item.

To create a new network, one must first choose the appropriate mode:

Pattern recognition: To cluster your dataset(s) in several groups (classes), whose distribution is either unknown (unsupervised mode: 1 pickset), or already interpreted (supervised mode, at least 2 picksets)
Property prediction: To generate a volume representing the prediction of a given well log, extracted by relating it to seismic attributes.

When a neural network is loaded (clicking Stored Network), the input and output nodes of this network are shown in the lists.

When the training of a neural network is finished, the user can store the trained neural network or look at the relevant statistics with the Info button.