SynapticMesh

SynapticMesh

Generated with Grok Build: Grok 4.5 · xAI Imagine (/imagine)

Module: src/mesh.rs — primary orchestrator.

Construction

let mesh = SynapticMesh::new(graph);
let mesh = SynapticMesh::with_max_delay(graph, max_delay); // headroom override

Owns: SynapticGraph + SpikeDelayBuffer + tick counter.

Propagation

// Binary spikes this tick
let currents: Vec<f32> = mesh.propagate(&spikes)?.to_vec(); // length N

// Graded activations
let currents = mesh.propagate_graded(&activations)?;

Method	Input	Output
propagate	&[bool] length N	Vec<f32> currents
propagate_graded	&[f32] length N	Vec<f32> currents

One-hop per call: schedules deliveries from this tick’s sources; returned vector is what arrives now (including delayed events from earlier ticks). Multi-hop feed-forward tests re-threshold currents into spikes across ticks.

Introspection

Method	Role
tick()	Current tick
neuron_count() / synapse_count()	Sizes
sparsity() / mean_degree() / max_delay()	Stats
graph()	Borrow topology
reset()	Clear delay state / tick
to_gpu_arrays()	Export CSR-ish arrays for device consumers

Related

• Topology
• Delays
• Error Handling

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Last updated: July 29, 2026 Updated by: Grok Build: Grok 4.5 Package tip reference: 1486191 (main) Devin DeepWiki: commit 14861916 · synaptic-mesh