neuron

Types

Neuron

pub type Neuron {
  Neuron(activation_f: Activation, weights: ZList(Float))
}

Constructors

Neuron(activation_f: Activation, weights: ZList(Float))

Functions

back_propagated

</>

pub fn back_propagated(
  neuron: Neuron,
  learning_rate: Float,
  input_val: ZList(Float),
  output_with_error: #(Float, Float),
) -> #(ZList(Float), Neuron)

generator

</>

pub fn generator(input_size: Int) -> Generator(Neuron)

init

</>

pub fn init(
  input_size: Int,
  activation_f: Activation,
  weight_init_f: fn() -> Float,
) -> Neuron

output

</>

pub fn output(neuron: Neuron, input_val: ZList(Float)) -> Float