Struct NeuromorphicBackend 

pub struct NeuromorphicBackend { /* private fields */ }

NeuromorphicBackend: implements SubstrateBackend using bio-inspired computation.

Implementations

impl NeuromorphicBackend

pub fn new() -> Self

pub fn with_config(cfg: NeuromorphicConfig) -> Self

pub fn store(&mut self, pattern: &[f32]) -> u64

Store a pattern as HDC hypervector.

pub fn circadian_coherence(&mut self) -> f32

Kuramoto order parameter — measures circadian coherence.

pub fn lif_tick(&mut self, input: &[f32]) -> Vec<bool>

LIF tick: update membrane potentials with input current. Returns spike mask.

Trait Implementations

impl Default for NeuromorphicBackend

fn default() -> Self

Returns the “default value” for a type.

impl SubstrateBackend for NeuromorphicBackend

fn name(&self) -> &'static str

Backend identifier

fn similarity_search(&self, query: &[f32], k: usize) -> Vec<SearchResult>

Similarity search in the backend’s representational space.

fn adapt(&mut self, pattern: &[f32], reward: f32) -> AdaptResult

One-shot pattern adaptation (analogous to manifold deformation).

fn coherence(&self) -> f32

Check backend health / coherence level (0.0–1.0).

fn reset(&mut self)

Reset/clear backend state.