pub struct WilsonHRNeuron {
pub v: f64,
pub r: f64,
pub capacitance: 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§capacitance: 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)>
fn try_step(&mut self, current: f64) -> Option<i32>
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
and the sampled upward-crossing count. Invalid input returns an empty
trace and preserves the complete pre-batch state.
Sourcepub fn try_simulate(
&mut self,
n_steps: usize,
current: f64,
) -> Option<(Vec<f64>, i64)>
pub fn try_simulate( &mut self, n_steps: usize, current: f64, ) -> Option<(Vec<f64>, i64)>
Run one failure-atomic batch, returning None on any invalid stage.
pub fn reset(&mut self)
Trait Implementations§
Source§impl Clone for WilsonHRNeuron
impl Clone for WilsonHRNeuron
Source§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
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Use with care! Same as
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The inclusion map: converts
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