php-doc-en/reference/fann/functions/fann-create-standard-array.xml
2013-08-28 19:06:34 +00:00

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<?xml version="1.0" encoding="utf-8"?>
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<refentry xml:id="function.fann-create-standard-array" xmlns="http://docbook.org/ns/docbook" xmlns:xlink="http://www.w3.org/1999/xlink">
<refnamediv>
<refname>fann_create_standard_array</refname>
<refpurpose>Creates a standard fully connected backpropagation neural network using an array of layer sizes</refpurpose>
</refnamediv>
<refsect1 role="description">
&reftitle.description;
<methodsynopsis>
<type>resource</type><methodname>fann_create_standard_array</methodname>
<methodparam><type>int</type><parameter>num_layers</parameter></methodparam>
<methodparam><type>array</type><parameter>layers</parameter></methodparam>
</methodsynopsis>
<para>
Creates a standard fully connected backpropagation neural network.
</para>
<para>
There will be a bias neuron in each layer (except the output layer),
and this bias neuron will be connected to all neurons in the next layer.
When running the network, the bias nodes always emits 1.
</para>
<para>
To destroy a neural network use the <function>fann_destroy</function> function.
</para>
</refsect1>
<refsect1 role="parameters">
&reftitle.parameters;
<variablelist>
<varlistentry>
<term><parameter>num_layers</parameter></term>
<listitem>
<para>
The total number of layers including the input and the output layer.
</para>
</listitem>
</varlistentry>
<varlistentry>
<term><parameter>layers</parameter></term>
<listitem>
<para>
An array of layer sizes.
</para>
</listitem>
</varlistentry>
</variablelist>
</refsect1>
<refsect1 role="returnvalues">
&reftitle.returnvalues;
<para>
Returns a neural network resource on success, or &false; on error.
</para>
</refsect1>
<refsect1 role="seealso">
&reftitle.seealso;
<para>
<simplelist>
<member><function>fann_create_standard</function></member>
<member><function>fann_create_sparse</function></member>
<member><function>fann_create_shortcut</function></member>
</simplelist>
</para>
</refsect1>
</refentry>
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