Struct NeuronCache 

pub struct NeuronCache { /* private fields */ }

Neuron activation cache for hot/cold management.

Tracks neuron activation frequencies and maintains a cache of frequently accessed (“hot”) neuron weights.

Implementations

impl NeuronCache

pub fn new(num_neurons: usize, config: CacheConfig) -> Self

Create a new neuron cache from config.

pub fn with_threshold(num_neurons: usize, hot_threshold: f64) -> Self

Create a new neuron cache with explicit threshold.

pub fn clear(&mut self)

Clear all cache state and reset counters.

pub fn record_activations(&mut self, active_neurons: &[usize])

Record neuron activations.

pub fn reclassify(&mut self)

Reclassify neurons as hot or cold.

pub fn hot_neurons(&self) -> &[usize]

Get hot neurons.

pub fn cold_neurons(&self) -> &[usize]

Get cold neurons.

pub fn activation_frequency(&self, neuron: usize) -> f64

Get activation frequency for a neuron.

pub fn stats(&self) -> CacheStats

Get cache statistics.

Trait Implementations

impl Clone for NeuronCache

fn clone(&self) -> NeuronCache

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for NeuronCache

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

Formats the value using the given formatter.