Struct SparseSynapticMapBuilder 

pub struct SparseSynapticMapBuilder<const N: usize> { /* private fields */ }

Builder for constructing a sparse synaptic map with a fluent API.

Implementations

impl<const N: usize> SparseSynapticMapBuilder<N>

pub fn new() -> Self

Panics

Panics if N exceeds MAX_SPARSE_NEURONS.

pub fn try_new() -> Result<Self>

Fallible counterpart of SparseSynapticMapBuilder::new.

pub fn with_self_weight(self, weight: f32) -> Self

Set the default weight for self-connections.

pub fn with_sparsity_threshold(self, threshold: f32) -> Self

Set the sparsity threshold below which connections are pruned.

pub fn connect(self, from: usize, to: usize, weight: f32) -> Self

Add a synaptic connection.

Panics

Panics if from or to is >= N. Prefer SparseSynapticMapBuilder::try_connect.

pub fn try_connect(&mut self, from: usize, to: usize, weight: f32) -> Result<()>

Fallible counterpart of SparseSynapticMapBuilder::connect. On error the builder is left unchanged.

pub fn with_self_connections(self) -> Self

Add self-connections for all neurons with the default weight.

pub fn with_lateral_inhibition(self, weight: f32) -> Self

Add lateral inhibition between all pairs with the given weight.

pub fn build(self) -> SparseSynapticMap<N>

Build the CSR map.

Trait Implementations

impl<const N: usize> Default for SparseSynapticMapBuilder<N>

fn default() -> Self

Returns the “default value” for a type.