pub struct SCStochasticRateAdaptationNeuron {
pub a: f64,
pub f_max: f64,
pub beta: f64,
pub i_half: f64,
pub tau_a: f64,
pub delta_a: f64,
pub dt: f64,
rng: Xoshiro256PlusPlus,
}Expand description
Count-neutral SC logistic rate-adaptation model with hazard sampling.
Fields§
§a: f64§f_max: f64§beta: f64§i_half: f64§tau_a: f64§delta_a: f64§dt: f64§rng: Xoshiro256PlusPlusImplementations§
Source§impl SCStochasticRateAdaptationNeuron
impl SCStochasticRateAdaptationNeuron
pub fn new(seed: u64) -> Self
fn rate(&self, current: f64, a: f64) -> f64
fn rhs(&self, current: f64, a: f64) -> (f64, f64)
Sourcepub fn step_with_uniform(&mut self, current: f64, uniform: f64) -> i32
pub fn step_with_uniform(&mut self, current: f64, uniform: f64) -> i32
Advance with an explicit uniform variate; returns -1 on invalid input.
pub fn step(&mut self, current: f64) -> i32
pub fn reset(&mut self)
pub fn valid(&self) -> bool
Trait Implementations§
Auto Trait Implementations§
impl Freeze for SCStochasticRateAdaptationNeuron
impl RefUnwindSafe for SCStochasticRateAdaptationNeuron
impl Send for SCStochasticRateAdaptationNeuron
impl Sync for SCStochasticRateAdaptationNeuron
impl Unpin for SCStochasticRateAdaptationNeuron
impl UnsafeUnpin for SCStochasticRateAdaptationNeuron
impl UnwindSafe for SCStochasticRateAdaptationNeuron
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