Glossary
Generated with Grok Build: Grok 4.5 · xAI Imagine (/imagine)
| Term | Meaning here |
|---|---|
| SynapticDistill | This Julia package (online SNN training glue) |
| SpikeBatch | Container for spikes (+ optional times/targets) |
| ModelStep | Injected (model, SpikeBatch) -> output callable |
| train_step! | One online optimization step |
| E-prop | Eligibility propagation local learning rule |
| OTTT | Online spatio-temporal trace training |
| Surrogate gradient | Smooth stand-in for ∂spike/∂v |
| Teacher–student | Hybrid distillation; teacher outside this package |
| TrainingState | Per-step loss / metrics / grads snapshot |
Last updated: July 29, 2026
Updated by: Grok Build: Grok 4.5
Package tip reference: e986a66 (main, v0.2.0)
Devin DeepWiki: commit e986a66 · SynapticDistill.jl