Struct GatingPatternRecorder 

pub struct GatingPatternRecorder { /* private fields */ }

Records SSM gating weights over time and provides cross-correlation analysis.

Implementations

impl GatingPatternRecorder

pub fn new(max_steps: usize) -> Self

Create a recorder that stores up to max_steps gating vectors.

pub fn record(&mut self, gate: &Array1<f32>) -> ModelResult<()>

Record one gating vector. Returns an error if max_steps is already reached.

pub fn as_matrix(&self) -> ModelResult<Array2<f32>>

Return the recorded patterns as a (T, D) matrix.

pub fn cross_correlation(&self) -> ModelResult<Array2<f32>>

Compute the (D, D) Pearson cross-correlation matrix between dimensions.

Diagonal entries are 1.0 (self-correlation). For zero-variance dims, correlation is set to 0.0.

pub fn correlated_dims( &self, threshold: f32, ) -> ModelResult<Vec<(usize, usize, f32)>>

Return (dim_a, dim_b, correlation) pairs where |correlation| >= threshold.

pub fn smoothed(&self, window: usize) -> ModelResult<Array2<f32>>

Return a smoothed version of the pattern matrix (causal moving average over time).

Trait Implementations

impl Clone for GatingPatternRecorder

fn clone(&self) -> GatingPatternRecorder

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for GatingPatternRecorder

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

Formats the value using the given formatter.