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ArcaneNeuron

sc_neurocore_engine::neurons::ai_optimized

Struct ArcaneNeuron 

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pub struct ArcaneNeuron {
Show 28 fields
    pub v_fast: f64,
    pub v_work: f64,
    pub v_deep: f64,
    pub tau_fast: f64,
    pub tau_work: f64,
    pub tau_deep: f64,
    pub alpha_w: f64,
    pub alpha_d: f64,
    pub theta: f64,
    pub gamma: f64,
    pub delta_conf: f64,
    pub w_gate: [f64; 4],
    pub w_pred: [f64; 3],
    pub kappa: f64,
    pub surprise_baseline: f64,
    pub lr_base: f64,
    pub eta: f64,
    pub w_inh: f64,
    pub dt: f64,
    prediction: f64,
    surprise: f64,
    novelty: f64,
    confidence: f64,
    spike_history: Vec<u8>,
    novelty_history: Vec<f64>,
    hist_idx: usize,
    nov_idx: usize,
    total_steps: usize,

}
Expand description

ArcaneNeuron — unified self-referential cognition model.

3-compartment (fast/working/deep) with attention gate, predictive self-model, and meta-plastic learning rate. Deep compartment accumulates identity and survives reset.

Original design: Šotek & Arcane Sapience 2026.

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§v_fast: f64§v_work: f64§v_deep: f64§tau_fast: f64§tau_work: f64§tau_deep: f64§alpha_w: f64§alpha_d: f64§theta: f64§gamma: f64§delta_conf: f64§w_gate: [f64; 4]§w_pred: [f64; 3]§kappa: f64§surprise_baseline: f64§lr_base: f64§eta: f64§w_inh: f64§dt: f64§prediction: f64§surprise: f64§novelty: f64§confidence: f64§spike_history: Vec<u8>§novelty_history: Vec<f64>§hist_idx: usize§nov_idx: usize§total_steps: usize

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impl ArcaneNeuron

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pub fn new() -> Self

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

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pub fn reset(&mut self)

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impl Clone for ArcaneNeuron

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fn clone(&self) -> ArcaneNeuron

Returns a duplicate of the value. Read more
1.0.0 · Source§

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

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

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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 ArcaneNeuron

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fn default() -> Self

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

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impl<T> Any for T
where T: 'static + ?Sized,

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Gets the TypeId of self. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

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impl<T> BorrowMut<T> for T
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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> CloneToUninit for T
where T: Clone,

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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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impl<T> From<T> for T

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fn from(t: T) -> T

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fn into(self) -> U

Calls U::from(self).

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
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Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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impl<T> Pointable for T

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const ALIGN: usize

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type Init = T

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unsafe fn init(init: <T as Pointable>::Init) -> usize

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type Owned = T

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fn vzip(self) -> V

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