Struct NonResettingLIFNeuron

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pub struct NonResettingLIFNeuron {
    pub v: f64,
    pub theta: f64,
    pub refractory_remaining: f64,
    pub omega: f64,
    pub tau_m: f64,
    pub tau_theta: f64,
    pub alpha: f64,
    pub resistance: f64,
    pub refractory_period: f64,
    pub dt: f64,
}

Expand description

One-timescale MAT(1) state, configuration, and atomic transition.

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§v: f64

Non-resetting membrane voltage relative to rest, in mV.

§theta: f64

Single spike-history contribution to the adaptive threshold, in mV.

§refractory_remaining: f64

Absolute refractory time remaining, in ms.

§omega: f64

Resting threshold, in mV.

§tau_m: f64

Membrane time constant, in ms.

§tau_theta: f64

MAT(1) threshold-history time constant, in ms.

§alpha: f64

Threshold-history increment per event, in mV.

§resistance: f64

Membrane resistance, in MOhm.

§refractory_period: f64

Absolute refractory duration, in ms.

§dt: f64

Numerical sample interval, in ms.

Implementations§

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impl NonResettingLIFNeuron

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pub fn new() -> Self

Construct the documented source-equation specialization.

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pub fn threshold(&self) -> f64

Return the instantaneous adaptive threshold, in mV.

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pub fn validate(&self) -> bool

Validate complete dynamic state and configuration.

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

Advance one atomic MAT(1) sample.

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

Advance one engine-adapter step; invalid state returns no event.

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pub fn reset(&mut self)

Reset dynamic state while retaining configuration.

Trait Implementations§

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impl Clone for NonResettingLIFNeuron

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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 NonResettingLIFNeuron

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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 NonResettingLIFNeuron

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fn default() -> Self

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

Auto Trait Implementations§

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impl UnwindSafe for NonResettingLIFNeuron

Blanket Implementations§

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

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fn type_id(&self) -> TypeId

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

Immutably borrows from an owned value. Read more

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impl<T> BorrowMut<T> for T
where T: ?Sized,

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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

Returns the argument unchanged.

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impl<T, U> Into for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T, A> IntoAst<A> for T
where T: Into<A>, A: Ast,

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fn into_ast(self, _a: &A) -> A

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impl<T> IntoEither for T

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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> ⓘ
where F: FnOnce(&Self) -> bool,

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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