HUMAN STATE TECHNOLOGY / R&D
NeuroVR
Understand the state.
Adapt the experience.
Evaluate the change.
A research and development project that uses physiological signals to estimate a person’s state, adjusts environments such as VR, and records changes before and after each intervention.
Research & technical validation / Not commercially available
THE CLOSED LOOP
Go beyond understanding.
Connect it to change.
A closed loop uses observations to inform the next intervention, then observes the result again. NeuroVR treats state estimation, confirmation that an intervention was applied and before-and-after records as a connected process.
- Check the inputsCheck signal quality and missing data to determine whether the inputs are suitable for estimation.
- Estimate the stateConsider how to represent states for the intended purpose, including uncertainty and confidence.
- Act on the environmentSend an intervention, confirm that it was applied and stop when necessary.
- Record the changeKeep before-and-after information, compare the hypothesis with the result and inform the next design.
VALIDATION / SEPARATE THE QUESTIONS
Functionality is not
the same as effectiveness.
We start with reproducible simulated inputs to test the chain from estimation to intervention and recording. Simulation alone cannot establish effects in people or performance with real devices.
| Technical validation | Simulated inputs, state estimation, sending and receiving interventions, confirmation that interventions were applied, before-and-after records and safe stopping |
|---|---|
| To be explored in stages | Connections to real sensors and VR environments, real-world measurement quality and evaluation methods |
| Requires separate evidence | Effectiveness in people, individual differences, reproducibility and the value of continued use |
| What we do not claim | Medical diagnosis or treatment, established effects, or performance guarantees for an already marketed product |
We do not claim that physiological signals directly reveal a person’s mental state. We emphasize deferring decisions when input quality or estimation confidence is insufficient.
COLLABORATION
Begin with the question
you want to test.
We are exploring joint validation with researchers and organizations working in state estimation, physiological measurement, VR and evaluation design. We begin by aligning on the intended application, participants, measurement environment and criteria for success.
Studies involving people require appropriate explanations and consent, safety considerations, personal-data handling and implementation conditions before deciding whether to proceed. This page is not a recruitment notice for research participants.
FAQ
Frequently asked questions
Can I purchase or deploy NeuroVR?
It is currently a research and technical-validation project. General sales, pricing and deployment dates have not been finalized. We welcome discussion of joint validation and possible future applications.
Have supported devices been finalized?
No. The final device requirements are still being considered. We are not announcing official support for particular smartwatches or VR devices.
Have benefits for focus or relaxation been demonstrated?
We are not at a stage where we can claim established effects. We distinguish simulation-based control validation from evaluation of effects in people.
How is it different from AIMIND Focus?
NeuroVR researches state estimation and environmental intervention. AIMIND Focus is an application supporting work progress and reflection. The projects have different purposes and development stages.
LET’S CREATE WHAT’S NEXT
Start with the next hypothesis.
Let’s discuss the question, the conditions and the evidence needed to evaluate it.