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SCTriangularMcKeanNeuron

sc_neurocore_engine::neurons::simple_spiking

Struct SCTriangularMcKeanNeuron 

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pub struct SCTriangularMcKeanNeuron {
    pub v: f64,
    pub w: f64,
    pub a: f64,
    pub epsilon: f64,
    pub gamma: f64,
    pub dt: f64,
    pub v_peak: f64,
}
Expand description

Retained SC triangular piecewise-linear FHN-like recurrence.

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§v: f64§w: f64§a: f64§epsilon: f64§gamma: f64§dt: f64§v_peak: f64

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impl SCTriangularMcKeanNeuron

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pub fn new() -> Self

Construct the project recurrence with its compatibility defaults.

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fn f_v(&self, v: f64) -> f64

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fn valid_numeric_contract(&self) -> bool

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fn derivatives(&self, v: f64, w: f64, current: f64) -> Option<(f64, f64)>

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fn rk4_candidate(&self, current: f64) -> Option<(f64, f64)>

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

Advance one RK4 sample and report an upward v_peak crossing.

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pub fn simulate(&mut self, n_steps: usize, current: f64) -> (Vec<f64>, i64)

Run n_steps RK4 updates under a constant input, returning the v trace and the upward-v_peak-crossing spike count. Reuses step, so the trace is bit-identical to the per-step path and to the Python reference (the piecewise-linear RHS is exact arithmetic — no transcendental functions). The final state is left in self.v / self.w.

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pub fn reset(&mut self)

Restore the project recurrence equilibrium state.

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impl Clone for SCTriangularMcKeanNeuron

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fn clone(&self) -> Self

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

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

Performs copy-assignment from source. Read more
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impl Debug for SCTriangularMcKeanNeuron

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

Formats the value using the given formatter. Read more
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impl Default for SCTriangularMcKeanNeuron

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fn default() -> Self

Returns the “default value” for a type. Read more

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
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