Struct AntiHebbianRule 

pub struct AntiHebbianRule {
    pub learning_rate: f64,
    pub w_min: f64,
    pub w_max: f64,
}

Anti-Hebbian learning rule.

Opposite of Hebbian learning, weakens connections between co-active neurons.

Δw = -η * x * y

Fields

learning_rate: f64

Learning rate.

w_min: f64

Minimum weight.

w_max: f64

Maximum weight.

Implementations

impl AntiHebbianRule

pub fn new() -> Self

Create new Anti-Hebbian rule with default parameters.

pub fn update( &mut self, pre_activity: f64, post_activity: f64, current_weight: f64, dt: f64, ) -> f64

Update synaptic weight using Anti-Hebbian rule.

Trait Implementations

impl Clone for AntiHebbianRule

fn clone(&self) -> AntiHebbianRule

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for AntiHebbianRule

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

Formats the value using the given formatter.

impl Default for AntiHebbianRule

fn default() -> Self

Returns the “default value” for a type.