Struct SigmaDeltaNeuron 

pub struct SigmaDeltaNeuron {
    pub sigma: f64,
    pub reconstruction: f64,
    pub delta: f64,
    pub tau_reconstruction: f64,
    pub dt: f64,
}

Integrating prefilter and local reconstruction-feedback state.

Fields

sigma: f64

Integrating prefilter output.

reconstruction: f64

Locally reconstructed signal.

delta: f64

Reconstruction quantum; upper threshold is half this value.

tau_reconstruction: f64

Exponential reconstruction time constant.

dt: f64

Discrete sample interval.

Implementations

impl SigmaDeltaNeuron

pub fn new() -> Self

Construct the documented source-equation specialization.

pub fn validate(&self) -> bool

Validate complete state and configuration.

pub fn try_step(&mut self, current: f64) -> Result<i32, &'static str>

Advance one atomic sampled APSDM transition.

pub fn step(&mut self, current: f64) -> i32

Engine adapter: invalid state emits no event.

pub fn reset(&mut self)

Clear dynamic state while retaining configuration.

Trait Implementations

impl Clone for SigmaDeltaNeuron

fn clone(&self) -> Self

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for SigmaDeltaNeuron

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

Formats the value using the given formatter.

impl Default for SigmaDeltaNeuron

fn default() -> Self

Returns the “default value” for a type.