nn_neural_network Struct Reference

Structure representing a neural network. More...

#include <nn.h>

Collaboration diagram for nn_neural_network:

Data Fields
calc_function	activation
la_matrix *	as
la_matrix *	bs
la_matrix *	das
la_matrix *	dbs
la_matrix *	dws
size_t	layer_count
double	learning_rate
la_matrix *	ws

Detailed Description

Structure representing a neural network.

This structure holds all the parameters and intermediate values of a neural network.

Definition at line 24 of file nn.h.

Field Documentation

activation

calc_function nn_neural_network::activation

The activation function used in the neural network.

Definition at line 27 of file nn.h.

as

la_matrix* nn_neural_network::as

Array of activation matrices for each layer.

Definition at line 32 of file nn.h.

bs

la_matrix* nn_neural_network::bs

Array of bias matrices for each layer.

Definition at line 31 of file nn.h.

das

la_matrix* nn_neural_network::das

Array of activation gradient matrices for each layer.

Definition at line 35 of file nn.h.

dbs

la_matrix* nn_neural_network::dbs

Array of bias gradient matrices for each layer.

Definition at line 34 of file nn.h.

dws

la_matrix* nn_neural_network::dws

Array of weight gradient matrices for each layer.

Definition at line 33 of file nn.h.

layer_count

size_t nn_neural_network::layer_count

The number of layers in the neural network.

Definition at line 25 of file nn.h.

learning_rate

double nn_neural_network::learning_rate

The learning rate for training the neural network.

Definition at line 29 of file nn.h.

ws

la_matrix* nn_neural_network::ws

Array of weight matrices for each layer.

Definition at line 30 of file nn.h.

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The documentation for this struct was generated from the following file:

• include/nn.h