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Overview

Raul Montoya Cardenas edited this page Jul 29, 2026 · 2 revisions

Overview

Wiki map for Limen-Neural/NeuroPulse.jl (Julia package TemporalFocus), grounded in package main @ c9ff99c.

Devin org wiki (structure reference):
https://app.devin.ai/org/your-organization-d33af45a/wiki/Limen-Neural/NeuroPulse.jl?branch=main

What it does

Given compact per-region summaries for the current tick, TemporalFocus produces a normalized routing weight vector that callers can use to prioritize components (attention budget, decode path, reservoir readout, etc.).

Mental model

Each region contributes:

  1. Activity now — normalized spike/firing rate this tick
  2. Change now — readout deviation from a per-region EMA (surprise)
  3. Momentum — change in routing weight relative to the previous tick buffer

Raw scores are reduced by lateral inhibition, floored, and softmax-normalized so weights sum ~1.

Identity split (important)

Surface Name
GitHub repo Limen-Neural/NeuroPulse.jl
GitHub Pages https://limen-neural.github.io/NeuroPulse.jl/...
Project.toml / using TemporalFocus
Historical names NeuroPulse, SpikenautAttention, SpikenautNero (do not use for new installs)

Page Map

Page Purpose
Home Intro and API table
Getting Started Install / examples
Project Structure Tree
Architecture Package boundary
API Reference Symbols
Interop Contract Frozen data shapes
Routing Algorithm Scoring pipeline
Checkpointing Snapshots
Legacy API NERO aliases
Testing Tests
CI and Quality CI
Ecosystem Siblings
Roadmap Status
Glossary Terms

Status

Early-stage extracted library: small, useful API; historical defaults and NERO aliases remain. Treat as an evolving routing kernel, not a finished platform. See Roadmap.


Last updated: July 29, 2026 Updated by: Grok Build: Grok 4.5 Package tip reference: c9ff99c (main)

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