pub struct SpikingNeuron { /* private fields */ }Expand description
Spiking neuron model for neuromorphic processing
Implementations§
Source§impl SpikingNeuron
impl SpikingNeuron
Sourcepub fn update(&mut self, inputs: &Array1<f64>, dt: f64) -> bool
pub fn update(&mut self, inputs: &Array1<f64>, dt: f64) -> bool
Update neuron state and return spike output
Sourcepub fn apply_stdp(
&mut self,
pre_spike_times: &[f64],
post_spiketime: Option<f64>,
)
pub fn apply_stdp( &mut self, pre_spike_times: &[f64], post_spiketime: Option<f64>, )
Apply spike-timing dependent plasticity (STDP)
Sourcepub fn get_spike_rate(&self) -> f64
pub fn get_spike_rate(&self) -> f64
Get recent spike rate
Trait Implementations§
Source§impl Clone for SpikingNeuron
impl Clone for SpikingNeuron
Source§fn clone(&self) -> SpikingNeuron
fn clone(&self) -> SpikingNeuron
Returns a duplicate of the value. Read more
1.0.0 · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreAuto Trait Implementations§
impl Freeze for SpikingNeuron
impl RefUnwindSafe for SpikingNeuron
impl Send for SpikingNeuron
impl Sync for SpikingNeuron
impl Unpin for SpikingNeuron
impl UnwindSafe for SpikingNeuron
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 moreSource§impl<T> Pointable for T
impl<T> Pointable for T
Source§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
Source§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 moreSource§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).Source§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.Source§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.