pub struct WilsonHRNeuron {
pub v: f64,
pub r: f64,
pub tau_r: f64,
pub v_peak: f64,
pub dt: f64,
}Expand description
Wilson HR — polynomial cortical neuron. Wilson 1999.
Fields§
§v: f64§r: f64§tau_r: f64§v_peak: f64§dt: f64Implementations§
Source§impl WilsonHRNeuron
impl WilsonHRNeuron
pub fn new() -> Self
fn valid_numeric_contract(&self) -> bool
fn poly(v: f64) -> f64
fn derivatives(&self, v: f64, r: f64, current: f64) -> Option<(f64, f64)>
fn rk4_candidate(&self, current: f64) -> Option<(f64, f64)>
pub fn step(&mut self, current: f64) -> i32
Sourcepub fn simulate(&mut self, n_steps: usize, current: f64) -> (Vec<f64>, i64)
pub fn simulate(&mut self, n_steps: usize, current: f64) -> (Vec<f64>, i64)
Run n_steps RK4 updates under a constant input, returning the v trace
(already reset to -0.7 on spiking steps) and the spike count. Reuses
step, so the trace is bit-identical to the per-step path and to the
Python reference (the right-hand side is exact polynomial arithmetic — no
transcendental functions). The final state is left in self.v / self.r.
pub fn reset(&mut self)
Trait Implementations§
Source§impl Clone for WilsonHRNeuron
impl Clone for WilsonHRNeuron
Source§fn clone(&self) -> WilsonHRNeuron
fn clone(&self) -> WilsonHRNeuron
Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreSource§impl Debug for WilsonHRNeuron
impl Debug for WilsonHRNeuron
Auto Trait Implementations§
impl Freeze for WilsonHRNeuron
impl RefUnwindSafe for WilsonHRNeuron
impl Send for WilsonHRNeuron
impl Sync for WilsonHRNeuron
impl Unpin for WilsonHRNeuron
impl UnsafeUnpin for WilsonHRNeuron
impl UnwindSafe for WilsonHRNeuron
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
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 moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
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§impl<T> Pointable for T
impl<T> Pointable for T
§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
§fn to_subset(&self) -> Option<SS>
fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self from the equivalent element of its
superset. Read more§fn is_in_subset(&self) -> bool
fn is_in_subset(&self) -> bool
Checks if
self is actually part of its subset T (and can be converted to it).§fn to_subset_unchecked(&self) -> SS
fn to_subset_unchecked(&self) -> SS
Use with care! Same as
self.to_subset but without any property checks. Always succeeds.§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.