Sigmoid function-activation function
Let's write a sigmoid function in Perl. The sigmoid function is one of the activation functions.
sub sigmoid { my ($x) = @_; my $sigmoid = 1.0 / (1.0 + exp(-$x)); return $sigmoid; } my $x = 0.5; my $sigmoid = sigmoid ($x); # 0.6224593312018545646389 print "$sigmoid\n";
Derivative of sigmoid function
Please refer to the following article for the derivative of the sigmoid function.