Struct Neuroplasticity 

pub struct Neuroplasticity {
    pub synapses: HashMap<(u32, u32), SynapticConnection>,
    pub pathways: HashMap<u64, NeuralPathway>,
    pub reorganization_threshold: f32,
    pub plasticity_window_ms: u64,
}

Fields

synapses: HashMap<(u32, u32), SynapticConnection>

pathways: HashMap<u64, NeuralPathway>

reorganization_threshold: f32

plasticity_window_ms: u64

Implementations

impl Neuroplasticity

pub fn new() -> Self

pub fn strengthen_synapse(&mut self, from: u32, to: u32, success: bool)

Strengthen or create synaptic connection (Hebbian learning)

pub fn strengthen_pathway(&mut self, nodes: Vec<u32>, domain: &str) -> u64

Create or strengthen neural pathway

pub fn prune_weak_synapses(&mut self, strength_threshold: f32) -> usize

Prune weak connections (use it or lose it)

pub fn reorganize_pathways(&mut self) -> usize

Reorganize pathways (merge/split based on usage)

pub fn calculate_plasticity(&self) -> f32

Calculate network plasticity (capacity to change)

pub fn find_alternative_pathways( &self, source: u32, target: u32, ) -> Vec<Vec<u32>>

Find alternative pathways (network rewiring)

pub fn stats(&self) -> (usize, usize, f32, f32, usize)

Get network statistics

pub fn strongest_pathways(&self, k: usize) -> Vec<&NeuralPathway>

Get strongest pathways

pub fn save(&self, dir: &Path) -> Result<(), String>

pub fn load(dir: &Path) -> Result<Self, String>

pub fn load_or_init(dir: &Path) -> Self

Trait Implementations

impl Default for Neuroplasticity

fn default() -> Self

Returns the “default value” for a type.