Struct EmbeddingRateEncoder 

pub struct EmbeddingRateEncoder {
    pub config: EmbeddingEncoderConfig,
    pub normalized_embeddings: Vec<f32>,
}

Rate-style membrane encoder driven by a fixed embedding vector.

Accumulates normalized embedding components into per-channel membrane potentials and emits a spike when the threshold is crossed (soft reset).

Examples

use axon_encoder::encoder::{EmbeddingEncoderConfig, EmbeddingRateEncoder, EncoderState};

let enc = EmbeddingRateEncoder::new(&[0.5, 1.0], EmbeddingEncoderConfig { v_th: 0.4 });
let state = EncoderState::new_zeros(2);
let (out, next) = enc.forward(&state);
assert!(!out.spikes.is_empty());
assert_eq!(next.membrane_potentials.len(), 2);

Fields

config: EmbeddingEncoderConfig

normalized_embeddings: Vec<f32>

Implementations

impl EmbeddingRateEncoder

pub fn new(embeddings: &[f32], config: EmbeddingEncoderConfig) -> Self

pub fn forward( &self, prev_state: &EncoderState, ) -> (EncodedOutput, EncoderState)

Trait Implementations

impl Clone for EmbeddingRateEncoder

fn clone(&self) -> EmbeddingRateEncoder

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for EmbeddingRateEncoder

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

Formats the value using the given formatter.

impl PartialEq for EmbeddingRateEncoder

fn eq(&self, other: &EmbeddingRateEncoder) -> bool

Equality operator ==.

fn ne(&self, other: &Rhs) -> bool

Inequality operator !=.

impl StructuralPartialEq for EmbeddingRateEncoder