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MasteryConfig

neuropool::spatial

Struct MasteryConfig

pub struct MasteryConfig {
    pub pressure_threshold: i16,
    pub participation_threshold: f32,
    pub magnitude_cost: u8,
    pub flip_penalty: u8,
    pub pressure_scale: f32,
    pub hub_threshold: u16,
    pub hub_decay_rate: f32,
    pub flip_cooldown_us: u64,
}

Expand description

Configuration for mastery learning.

Fields§

§pressure_threshold: i16

Pressure threshold before any modification occurs

§participation_threshold: f32

Activity threshold for participation (0.0-1.0, top fraction)

§magnitude_cost: u8

Base cost for magnitude changes

§flip_penalty: u8

Penalty cost for polarity flips

§pressure_scale: f32

Scale factor for pressure accumulation

§hub_threshold: u16

Hub threshold: fan-in count above which anti-Hebbian kicks in

§hub_decay_rate: f32

Anti-Hebbian decay rate for overused hubs (0.0-1.0)

§flip_cooldown_us: u64

Flip cooldown in microseconds (prevents rapid polarity thrashing)

Trait Implementations§

impl Clone for MasteryConfig

fn clone(&self) -> MasteryConfig

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

impl Debug for MasteryConfig

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

impl Default for MasteryConfig

fn default() -> Self

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

impl Copy for MasteryConfig

Auto Trait Implementations§

impl Freeze for MasteryConfig

impl RefUnwindSafe for MasteryConfig

impl Send for MasteryConfig

impl Sync for MasteryConfig

impl Unpin for MasteryConfig

impl UnwindSafe for MasteryConfig

Blanket Implementations§

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

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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

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

Mutably borrows from an owned value. Read more

impl<T> CloneToUninit for T
where T: Clone,

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

impl<T> From<T> for T

fn from(t: T) -> T

Returns the argument unchanged.

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

fn into(self) -> U

Calls U::from(self).

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

impl<T> ToOwned for T
where T: Clone,

type Owned = T

The resulting type after obtaining ownership.

fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more

fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more

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

type Error = Infallible

The type returned in the event of a conversion error.

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.