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Article: Neural Networks on the NetBeans Platform

 
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Old 03-02-2011
Article: Neural Networks on the NetBeans Platform

Neuroph Studio is an open source, Java neural network development environment built on top of the NetBeans Platform. This article shows how to create Java neural networks for classification.

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FANN_CREATE_SPARSE_ARRAY(3)						 1					       FANN_CREATE_SPARSE_ARRAY(3)

fann_create_sparse_array - Creates a standard backpropagation neural network, which is not fully connected using an array of layer sizes

SYNOPSIS
ReturnType fann_create_sparse_array (float $connection_rate, int $num_layers, array $layers) DESCRIPTION
Creates a standard backpropagation neural network, which is not fully connected using an array of layer sizes. PARAMETERS
o $connection_rate - The connection rate controls how many connections there will be in the network. If the connection rate is set to 1, the network will be fully connected, but if it is set to 0.5 only half of the connections will be set. A connection rate of 1 will yield the same result as fann_create_standard(3). o $num_layers - The total number of layers including the input and the output layer. o $layers - An array of layer sizes. RETURN VALUES
Returns a neural network resource on success, or FALSE on error. SEE ALSO
fann_create_sparse(3), fann_create_standard(3), fann_create_shortcut(3). PHP Documentation Group FANN_CREATE_SPARSE_ARRAY(3)