fann_create_shortcut

(PECL fann >= 1.0.0)

fann_create_shortcut — Creates a standard backpropagation neural network which is not fully connected and has shortcut connections

説明

function fann_create_shortcut(
    int $num_layers,
    int $num_neurons1,
    int $num_neurons2,
    int ...$num_neuronsN
): resource

Creates a standard backpropagation neural network, which is not fully connected and which also has shortcut connections.

Shortcut connections are connections that skip layers. A fully connected network with shortcut connections, is a network where all neurons are connected to all neurons in later layers. Including direct connections from the input layer to the output layer.

パラメータ

num_layers: The total number of layers including the input and the output layer.
num_neurons1: Number of neurons in the first layer.
num_neurons2: Number of neurons in the second layer.
num_neuronsN: Number of neurons in other layers.

戻り値

Returns a neural network resource on success, or false on error.

参考

fann_create_shortcut_array() - Creates a standard backpropagation neural network which is not fully connected and has shortcut connections
fann_create_sparse() - Creates a standard backpropagation neural network, which is not fully connected
fann_create_standard() - Creates a standard fully connected backpropagation neural network

関連キーワード:

shortcut network connected connections fann neurons standard neural fully create Creates backpropagation layers layer Number neuronsN resource input output Fann also Shortcut skip later Including