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Generated with Grok Build: Grok 4.5 · xAI Imagine (/imagine)
SNN wiring, topology generation, and temporal delay infrastructure.
Edition: 2024 | License: MIT OR Apache-2.0 | Deps: serde only (runtime)
Manages connectivity graphs (CSR), axonal delays (ring-buffer delivery), sparse weight maps, and a generic multi-channel ChannelRouter. Does not depend on the separate neuromod crate — canonical neuron models live there; mesh owns topology + delays + router-internal NIF primitive.
| Area | Capability |
|---|---|
| Topology | Erdős–Rényi, Watts–Strogatz, Barabási–Albert, layered |
| Delays | Per-synapse DelayTicks + SpikeDelayBuffer
|
| Mesh |
SynapticMesh::propagate / propagate_graded
|
| Sparse maps | CSR SparseSynapticMap + builder |
| Router |
ChannelRouter / RouterConfig / RoutingDecision
|
| Wiring | Dale’s law polarity, distance-based rules |
| Symbol | Role |
|---|---|
SynapticMesh |
Topology + delay orchestrator |
SynapticGraph |
CSR adjacency with weight/delay/polarity |
SpikeDelayBuffer |
Ring-buffer delay queue |
MeshError / Result
|
Error types |
ChannelRouter, RouterConfig, RoutingDecision
|
Multi-channel routing |
NeuromodNeuron, NeuromodState
|
Router-internal NIF (not general models) |
SparseSynapticMap, SparseSynapticMapBuilder
|
Sparse weights |
RoutingPolicy, NeuronStateSnapshot
|
Adaptation-aware scoring |
| Types |
NeuronId, DelayTicks, Polarity, SynapseDescriptor, … |
Deprecated aliases still exported: AhlRouter (= ChannelRouter), AHL_NUM_CHANNELS, TelemetrySnapshot (= NeuronStateSnapshot).
| Page | Description |
|---|---|
| Overview | Wiki map + DeepWiki outline |
| Getting Started | Install and first mesh |
| Architecture | Data flow |
| Crate Boundary | vs neuromod |
| Topology | Generators + graph |
| Delays | SpikeDelayBuffer |
| SynapticMesh | propagate API |
| Channel Router | Multi-channel routing |
| Sparse Maps | CSR maps + policy |
| Error Handling | MeshError |
| Testing | Suite |
| CI and Quality | Workflows |
| Ecosystem | Siblings |
| Glossary | Terms |
synaptic-mesh = "0.2"
# or git dependency on Limen-Neural/synaptic-meshuse synaptic_mesh::topology::generators::generate_small_world;
use synaptic_mesh::mesh::SynapticMesh;
let graph = generate_small_world(1024, 6, 0.1, 10, 0.2).unwrap();
let mut mesh = SynapticMesh::new(graph);
let mut spikes = vec![false; 1024];
spikes[0] = true;
let currents = mesh.propagate(&spikes).unwrap();Dual-licensed under MIT or Apache-2.0 at your option.
Last updated: July 29, 2026
Updated by: Grok Build: Grok 4.5
Package tip reference: 1486191 (main)
Devin DeepWiki: commit 14861916 · synaptic-mesh