Struct LIFNeuron 

pub struct LIFNeuron {
    pub id: usize,
    pub config: NeuronConfig,
    pub state: NeuronState,
}

Leaky Integrate-and-Fire neuron

Fields

id: usize

Neuron ID

config: NeuronConfig

Configuration parameters

state: NeuronState

Current state

Implementations

impl LIFNeuron

pub fn new(id: usize) -> Self

Create a new LIF neuron with given ID

pub fn with_config(id: usize, config: NeuronConfig) -> Self

Create a new LIF neuron with custom configuration

pub fn reset(&mut self)

Reset neuron state to initial conditions

pub fn step(&mut self, current: f64, dt: f64, time: SimTime) -> bool

Integrate input current for one timestep Returns true if neuron spiked

pub fn inject_spike(&mut self, time: SimTime)

Inject a direct spike (for input neurons)

pub fn time_since_spike(&self, current_time: SimTime) -> f64

Get time since last spike

pub fn is_refractory(&self) -> bool

Check if neuron is in refractory period

pub fn membrane_potential(&self) -> f64

Get membrane potential

pub fn set_membrane_potential(&mut self, v: f64)

Set membrane potential directly

pub fn threshold(&self) -> f64

Get current threshold

Trait Implementations

impl Clone for LIFNeuron

fn clone(&self) -> LIFNeuron

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for LIFNeuron

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

Formats the value using the given formatter.