SynapseModel

Enum SynapseModel

pub enum SynapseModel {
    Delta {
        weight: f64,
    },
    Exponential {
        weight: f64,
        tau: f64,
    },
    Alpha {
        weight: f64,
        tau: f64,
    },
    DualExponential {
        weight: f64,
        tau_rise: f64,
        tau_decay: f64,
    },
    NMDA {
        weight: f64,
        tau_rise: f64,
        tau_decay: f64,
        mg_concentration: f64,
    },
    STP {
        weight: f64,
        u_se: f64,
        tau_rec: f64,
        tau_fac: f64,
    },
}

Expand description

Synapse model types

Variants§

Delta

Instantaneous (delta function)

Fields

§weight: f64

Exponential

Exponential decay: g(t) = w * exp(-t/tau)

Fields

§weight: f64

§tau: f64

Alpha

Alpha function: g(t) = w * (t/tau) * exp(1 - t/tau)

Fields

§weight: f64

§tau: f64

DualExponential

Difference of exponentials

Fields

§weight: f64

§tau_rise: f64

§tau_decay: f64

NMDA

NMDA with voltage-dependent Mg block

Fields

§weight: f64

§tau_rise: f64

§tau_decay: f64

§mg_concentration: f64

STP

Short-term plasticity (Tsodyks-Markram)

Fields

§weight: f64

§u_se: f64

§tau_rec: f64

§tau_fac: f64

Trait Implementations§

impl Clone for SynapseModel

fn clone(&self) -> SynapseModel

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 SynapseModel

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

Formats the value using the given formatter. Read more

impl<'de> Deserialize<'de> for SynapseModel

fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more

impl Serialize for SynapseModel

fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
where S: Serializer,

Serialize this value into the given Serde serializer. Read more

Auto Trait Implementations§

impl Freeze for SynapseModel

impl RefUnwindSafe for SynapseModel

impl Send for SynapseModel

impl Sync for SynapseModel

impl Unpin for SynapseModel

impl UnwindSafe for SynapseModel

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.

impl<T> DeserializeOwned for T
where T: for<'de> Deserialize<'de>,