ntinitialize.c File Reference

Implementation Random Initialization. More...

#include "ntinitialize.h"
#include "ntactivation.h"
#include <stdlib.h>
#include <time.h>

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Functions
void	randnet (net_s *net)
	Randomly initializes network weights.

Detailed Description

Implementation Random Initialization.

Initializes all neuron weights within their activation function's specified range and sets biases to zero.
Uses rand() seeded with the current time.

Author

Oscar Sotomayor

Date

2026

Definition in file ntinitialize.c.

Function Documentation

randnet()

void randnet

(

net_s *

net

)

Randomly initializes network weights.

Iterates through each layer and neuron in the network, assigning random weights based on the activation function's defined range in ntact_rand_range.
Biases are set to zero for all neurons.
The random values are generated using the standard rand() function, scaled to the appropriate range for each activation function.

References neuron_s::b, neuron_s::fn, neuron_s::inputs, net_s::layers, net_s::neurons, net_s::nn, ntact_rand_range, and neuron_s::w.