Struct KilincBhattMapNeuron

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pub struct KilincBhattMapNeuron {
    pub x: f64,
    pub theta: f64,
    pub k: f64,
    pub beta: f64,
    pub gamma: f64,
    pub theta_spike: f64,
    pub x_threshold: f64,
}

Expand description

Kilinc-Bhatt 2023 — sigmoid map with adaptive threshold.

Minimal 2D map with built-in spike frequency adaptation via a slow threshold variable. Designed for efficient hardware implementation while retaining biologically relevant dynamics.

x(n+1) = k * sigmoid(x(n) - theta(n)) + I theta(n+1) = beta * theta(n) + gamma * H(x(n) - theta_spike)

H() is the Heaviside step function (spike-triggered increment).

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§x: f64§theta: f64§k: f64§beta: f64§gamma: f64§theta_spike: f64§x_threshold: f64

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pub fn reset(&mut self)

Trait Implementations§

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impl Clone for KilincBhattMapNeuron

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fn clone(&self) -> KilincBhattMapNeuron

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 KilincBhattMapNeuron

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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 KilincBhattMapNeuron

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fn default() -> Self

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

Auto Trait Implementations§

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impl Freeze for KilincBhattMapNeuron

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impl RefUnwindSafe for KilincBhattMapNeuron

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impl Send for KilincBhattMapNeuron

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impl Sync for KilincBhattMapNeuron

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impl Unpin for KilincBhattMapNeuron

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impl UnsafeUnpin for KilincBhattMapNeuron

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impl UnwindSafe for KilincBhattMapNeuron

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> 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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