Struct HomeostaticPlasticity 

pub struct HomeostaticPlasticity {
    pub target_rate: f64,
    pub tau_homeostatic: f64,
    pub scaling_factor: f64,
    /* private fields */
}

Homeostatic plasticity for maintaining stable activity levels.

Scales synaptic weights to maintain target firing rate.

Fields

target_rate: f64

Target firing rate (Hz).

tau_homeostatic: f64

Time constant for homeostatic adjustment (ms).

scaling_factor: f64

Scaling factor.

Implementations

impl HomeostaticPlasticity

pub fn new() -> Self

Create new homeostatic plasticity with default parameters.

pub fn update(&mut self, current_rate: f64, dt: f64)

Update homeostatic scaling based on current activity.

Arguments

• current_rate - Current firing rate (Hz)
• dt - Time step (ms)

pub fn apply_scaling(&self, weight: f64) -> f64

Apply homeostatic scaling to synaptic weight.

pub fn reset(&mut self)

Reset homeostatic state.

Trait Implementations

impl Clone for HomeostaticPlasticity

fn clone(&self) -> HomeostaticPlasticity

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for HomeostaticPlasticity

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

Formats the value using the given formatter.

impl Default for HomeostaticPlasticity

fn default() -> Self

Returns the “default value” for a type.