Struct Neuron 

pub struct Neuron<T: Float> { /* private fields */ }

A neuron gene.

Takes some number of incoming connections and applies the activation function to their sum.

Implementations

impl<T: Float> Neuron<T>

pub fn new(id: NeuronId, num_inputs: usize, weight: T) -> Self

Returns a new Neuron that takes num_inputs inputs and weights its output by weight.

pub fn id(&self) -> NeuronId

Returns the id of this Neuron.

pub fn num_inputs(&self) -> usize

Returns the number of inputs required by this Neuron.

pub fn weight(&self) -> T

Returns the weight of this Neuron.

pub fn previous_value(&self) -> T

Returns the output value of this Neuron from the previous Network evaluation, or zero if either no evaluation has occurred yet or Network::clear_state was called.

Trait Implementations

impl<T: Clone + Float> Clone for Neuron<T>

fn clone(&self) -> Neuron<T>

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl<T: Debug + Float> Debug for Neuron<T>

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl<'de, T> Deserialize<'de> for Neuron<T>

where T: Deserialize<'de> + Float,

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl<T: Float> From<Neuron<T>> for Gene<T>

fn from(neuron: Neuron<T>) -> Self

Converts to this type from the input type.

impl<T: PartialEq + Float> PartialEq for Neuron<T>

fn eq(&self, other: &Neuron<T>) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl<T> Serialize for Neuron<T>

where T: Serialize + Float,

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl<T: Float> StructuralPartialEq for Neuron<T>