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QuantumInspiredLIFNeuron

sc_neurocore_engine::neurons::ai_optimized

Struct QuantumInspiredLIFNeuron 

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pub struct QuantumInspiredLIFNeuron {
    pub z_re: f64,
    pub z_im: f64,
    pub tau: f64,
    pub theta: f64,
    pub dt: f64,
    pub v_reset: f64,
    rng_state: u64,
}
Expand description

Quantum-inspired LIF neuron with non-classical probability logic.

Extends standard LIF by maintaining a complex-valued amplitude z = a + bi whose squared modulus |z|² determines the firing probability. Interference between excitatory and inhibitory inputs can produce non-classical suppression patterns (destructive interference).

dz/dt = (-z + I_complex) / τ P(spike) = |z|² / θ²

Reference: Quantum-neural hybrid models, IBM Heron r2 noise models.

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§z_re: f64§z_im: f64§tau: f64§theta: f64§dt: f64§v_reset: f64§rng_state: u64

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impl QuantumInspiredLIFNeuron

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pub fn new() -> Self

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pub fn step_complex(&mut self, i_re: f64, i_im: f64) -> i32

Step with real and imaginary current components.

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

Standard step: real input only (imaginary = 0).

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pub fn firing_probability(&self) -> f64

Firing probability from current amplitude.

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pub fn reset(&mut self)

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impl Clone for QuantumInspiredLIFNeuron

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fn clone(&self) -> QuantumInspiredLIFNeuron

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 QuantumInspiredLIFNeuron

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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 QuantumInspiredLIFNeuron

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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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