Local-first workflow
Desktop-managed import and project workspaces keep analysis artifacts under researcher control.
Private Beta / Desktop Research Environment
A local-first desktop workbench for neural time-series research.
Import datasets, run preprocessing gates, inspect model outputs, compare evidence, and export reproducible scientific reports — all inside one traceable workflow.
Desktop-native import
QC-gated workflow
Provenance and report bundles
Mission
Scientific software should not hide uncertainty.
NeuroLab OS keeps lineage, validity tiers, content hashes, warnings, and export records alongside each workflow stage. Researchers inspect how a result was produced before sharing a traceable report bundle.
Traceable artifacts
Inputs, runs, and report exports retain provenance and content-hash context for review.
Visible validity tiers
Evidence labels remain visible when runs are reviewed or compared.
Warnings in context
QC gates and limitations stay attached to the result, not buried after export.
Model Atlas / Implemented Registry
Eleven computational model classes, made inspectable.
Move through representative model families, inspect definition context, and keep interpretation boundaries visible before any comparison reaches a report bundle.
Selected computational model
Wilson-Cowan
Coupled excitatory and inhibitory population simulation.
SIMULATED TRACE VIEWReview mode
Model source hashReview recorded before fit
Fit characterizationSeeded summary matching
Uncertainty labelNon-posterior
Computational research models. No biological validation or clinical interpretation implied.
Input pathways
BIDS-lite-oriented EEG manifest with SHA-256 records
ROI/BOLD time-series inputs with TR metadata
Operational Workflow
One traceable sequence from dataset to report.
Workbench Surfaces
The desktop interface, captured from the workflow.
Each surface exposes state, next actions, and review evidence without leaving project context.
Import Center
Desktop-native file staging and validation state.
Model Review Studio
Versioned run review with warnings and model context.
Compare Runs
Metrics, hashes, and validity tiers inspected together.
Report Builder
Traceable scientific report bundles prepared for review and export.
Trust Architecture
Designed for review before interpretation.
NeuroLab OS is research software for reproducible neural time-series workflows. In silico comparisons remain experimental. It is not a diagnostic or clinical decision-support system.
Provenance and hashes
Data handoffs, runs, comparisons, and exports preserve inspectable integrity markers.
Validity tiers
Evidence status remains explicit during comparison and interpretation.
Traceable report bundles
Figures, run context, warnings, and provenance remain available for scientific review.
Separated account layer
License and account operations are kept apart from scientific analysis outputs.
Research FAQ
Practical answers for neuroscience research teams.
A concise overview of the current private-beta scope, reproducibility model, and research-use boundaries.
What is NeuroLab OS?
NeuroLab OS is a local-first desktop research workbench for importing neural time-series datasets, reviewing quality-control gates, inspecting computational model outputs, comparing runs, and exporting traceable scientific report bundles.
Which research data does NeuroLab OS support?
The private beta is designed around EEG, ROI/BOLD, and generic time-series workflows. Available importers and model paths depend on the installed beta build, and every workflow keeps its modality and validity context visible.
How does NeuroLab OS support reproducible research?
Workflow stages retain provenance, content hashes, QC decisions, model versions, validity tiers, warnings, and export records so researchers can review how each result was produced.
Where do NeuroLab OS analyses run?
The scientific workflow is desktop-managed and local-first, keeping project artifacts under researcher control. Account and licensing operations are separated from scientific analysis outputs.
Is NeuroLab OS a diagnostic or clinical system?
No. NeuroLab OS is research software. Its in silico comparisons remain experimental and it is not a diagnostic device or clinical decision-support system.
Private Beta
Bring traceability into every research run.
Evaluate a local-first workbench for QC-gated modeling, run comparison, and traceable scientific report bundles.