Struct NeuronPopulation 

pub struct NeuronPopulation {
    pub neurons: Vec<LIFNeuron>,
    pub spike_trains: Vec<SpikeTrain>,
    pub time: SimTime,
}

Population of LIF neurons

Fields

neurons: Vec<LIFNeuron>

All neurons in the population

spike_trains: Vec<SpikeTrain>

Spike trains for each neuron

time: SimTime

Current simulation time

Implementations

impl NeuronPopulation

pub fn new(n: usize) -> Self

Create a new population with n neurons

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

Create population with custom configuration

pub fn size(&self) -> usize

Get number of neurons

pub fn step(&mut self, currents: &[f64], dt: f64) -> Vec<Spike>

Step all neurons with given currents

Uses parallel processing for large populations (>200 neurons).

pub fn reset(&mut self)

Reset all neurons

pub fn population_rate(&self, window: f64) -> f64

Get population spike rate

pub fn synchrony(&self, window: f64) -> f64

Compute population synchrony

Trait Implementations

impl Clone for NeuronPopulation

fn clone(&self) -> NeuronPopulation

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for NeuronPopulation

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

Formats the value using the given formatter.