Interpretable methods
Feature-mapped motion parameters and modality gates — transparent by design, not opaque dream decoding.
Dream Team · Research Collaboration
Institutional Partnerships
Structured collaboration for labs already measuring sleep-state signals.
01 // Overview
What Dream Team
offers partners.
A research wing inside Interlace Systems — interpretable subconscious dynamics tooling, honest about maturity, built for academic co-development.
Research-grade tooling
Live prototype modules, seeded reproducibility packages, and a viewer built for lab walkthroughs.
Shared governance
Collaboration under IRB-aligned protocols, consent-gated data handling, and clear claim boundaries.
Publication pathways
Methods notes, workshop abstracts, and co-authorship tracks comparing baselines to motion-field views.
02 // Collaboration Models
Three pathways
into joint work.
Choose the engagement shape that matches your lab’s readiness — from a bounded pilot to long-form methods co-authorship.
Model 01
Pilot Program
An 8–12 week time-boxed engagement to validate interpretability and research utility on partner protocols.
- Weeks 1–2: onboarding & ethics alignment
- Weeks 3–6: hybrid / real signal ingest
- Weeks 7–10: comparative analysis sessions
- Weeks 11–12: methods memo & next steps
Model 02
Data Partnership
Joint refinement of feature → motion mappings on de-identified partner datasets under shared governance.
- Consent-gated, de-identified EEG / HRV streams
- Staging labels and protocol metadata
- Adapter agreements for modality coverage
- Reproducibility configs returned to the lab
Model 03
Co-Authorship
Publication track for methods notes comparing spectrogram / hypnogram baselines to motion-field reconstructions.
- Shared methods framing & claim boundaries
- Attractor / transition case studies
- Joint abstract or workshop submission
- Credit aligned with contribution
03 // Requirements
Preconditions for
responsible collaboration.
We only proceed when ethics, consent, and modality coverage are clear. These gates protect partners and preserve scientific claim boundaries.
IRB & ethics
Active or pending institutional review for human-subjects work involving sleep-state signals. Dream Team aligns to partner IRB terms; we do not bypass local review.
Consent-gated data
Only de-identified datasets with documented consent for secondary research use. No raw identifiable recordings enter shared workspaces.
Signal modalities
Preferred coverage: EEG (or EEG-like), HRV, respiration, and sleep-stage labels. Partial modality sets are welcome when staging context is available.
Engagement track
- 01
Inquiry
Share lab focus, modalities, and preferred collaboration model via the contact path below.
- 02
Ethics alignment
Confirm IRB status, consent scope, and data-handling constraints before any ingest planning.
- 03
Scoped pilot
Agree on timeline, deliverables, and researcher hours for co-interpretation sessions.
- 04
Shared outputs
Methods memo, reproducibility package, and optional co-authored submission.
04 // Dream Engine
The visualization layer
partners evaluate.
Subconscious Motion Field Reconstruction maps multi-modal sleep-state features into interpretable spatial dynamics — a research instrument, not entertainment deepfakes.
Featured module
Dream Engine
Pipeline: seeded or partner signals → feature extraction → modality-gated motion mapping → field construction → interactive viewer. Current demos use synthetic, seeded signals; empirical extensions target real EEG / HRV under partnership agreements.
Claim boundary
Dynamics visualization ≠ dream content decoding.
Partner value
Comparative sessions against spectrogram / hypnogram baselines.
Status
Synthetic demo live · whitepaper available · seeking pilot partners.
05 // Contact
Ready for early
academic engagement.
Tell us about shared protocols, datasets, or co-proposal interest. Same Interlace mailbox — partnership subject line so we route correctly.
Email partnership inquiry
support@interlace.systems
Prefer the full research wing? Return to Dream Team