neurOS-v1 Package: neuros-core — Agents, Pipeline & Processing

The Runtime Heart of neurOS

neuros-core is where a live BCI pipeline actually runs. It owns the agents, the processing chain, and the run-time configuration that connect a driver's stream to a model's prediction.

What It Comprises

• Agents — an async set of specialized workers: device, processing, model, and fusion agents, plus modality-specific agents (motion, pose, video, facial, blink, calcium) and a multimodal_orchestrator and modality_manager.
• Pipeline — the pipeline, alignment, augmentation, evaluation, and benchmarks modules that assemble and score a run.
• Processing — filters, feature_extraction, adaptation, and a health_monitor loaded dynamically at run time.
• CV plugins — a DINOv3 backbone, feature matching, and a linear segmentation head for imaging-heavy pipelines.
• Support — autoconfig for automatic pipeline configuration and a security layer.

How It Differs

Where neuros-drivers handles getting data in and neuros-models handles the architectures, neuros-core is the conductor: it coordinates agents into a real-time loop and lets them adapt when signals degrade. It depends on the other packages rather than duplicating them.

Part of the neurOS-v1 platform.