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AdExNeuron

sc_neurocore_engine::neuron::adex

Struct AdExNeuron 

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pub struct AdExNeuron {
Show 13 fields
    pub v: f64,
    pub w: f64,
    pub v_rest: f64,
    pub v_reset: f64,
    pub v_threshold: f64,
    pub v_rh: f64,
    pub delta_t: f64,
    pub tau: f64,
    pub tau_w: f64,
    pub a: f64,
    pub b: f64,
    pub c_m: f64,
    pub dt: f64,

}
Expand description

Adaptive Exponential IF neuron. Brette & Gerstner 2005. PyO3 wrapper: pyo3_neurons::PyAdExNeuron

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§v: f64§w: f64§v_rest: f64§v_reset: f64§v_threshold: f64§v_rh: f64§delta_t: f64§tau: f64§tau_w: f64§a: f64§b: f64§c_m: f64§dt: f64

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impl AdExNeuron

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pub fn simulate_complete( &mut self, n_steps: usize, current: f64, ) -> Result<(Vec<f64>, Vec<f64>, Vec<u8>), &'static str>

Return aligned voltage, adaptation, and event traces atomically.

The receiver is committed only after every candidate step succeeds.

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impl AdExNeuron

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pub fn new() -> Self

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

Advance one maintained baseline-Euler step.

This compatibility surface retains the historical zero-event result on invalid input. New batch and binding code uses Self::try_step so a rejected update cannot be mistaken for a valid quiet timestep.

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

Advance one checked baseline-Euler step without partial mutation.

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pub fn reset(&mut self)

Trait Implementations§

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impl Clone for AdExNeuron

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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 AdExNeuron

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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 AdExNeuron

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fn default() -> Self

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

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fn borrow_mut(&mut self) -> &mut T

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

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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