Norysr / Independent research

Clear evidence for complex signals.

We study compact, auditable models of the body's sensory and motor signals. Our current work begins with reproducible public-data experiments and a carefully bounded gait-system concept.

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Figure A. Four unedited seconds of scalp EEG (electrode FP1) from S013, a person held out of training. Grey: the recording, with two eye blinks (1,148 µV peak to peak). Red: EEG-Clear's actual output (260 µV). Public healthy-adult data; qualitative, not a scored result. No clean reference establishes which neural activity was preserved. Data: Gerwin Schalk (2009), EEG Motor Movement/Imagery Dataset v1.0.0, PhysioNet, DOI 10.13026/C28G6P. Used under the Open Data Commons Attribution License v1.0. Displayed traces are excerpts; model and filter outputs are derived from the recordings. Original publication: Schalk, McFarland, Hinterberger, Birbaumer and Wolpaw (2004), BCI2000: A General-Purpose Brain-Computer Interface (BCI) System, IEEE TBME 51(6), 1034–1043. Platform citation: Pollard, Moody, Lehman, Gow, Fernandes, Xie, Johnson, Mark and Heldt (2026), PhysioNet as a global platform for biomedical research, Nature Health 1, 792–795, DOI 10.1038/s44360-026-00096-z.
Organization

Pre-incorporation research initiative

Flagship programme

Nanomax

Measured result

EEG-Clear on public adult data

Device stage

Gait concept; no prototype

Research method

Make the limits as visible as the result.

A useful model must be tested on people it has never seen, compared with a simpler method, and reported with the population and conditions that produced the number.

01

Defined inputs

Dataset rights, participant splits, preprocessing, and reference labels are recorded before evaluation.

02

Direct comparison

Learned models run beside a transparent classical baseline under the same test conditions.

03

Claim boundary

Measured EEG results do not become device, paediatric, or clinical claims.

Read the evidence audit

Flagship research programme

Nanomax

Nanomax is one Norysr research programme. It contains a measured EEG-cleaning study and a proposed gait-event system. The two tracks have different evidence levels and different next steps.

Explore Nanomax
Figure B. SNR improvement (dB) on mixed artifacts for each of the five people held out of training. Square: band-pass filter. Circle: EEG-Clear, stage 2. Public healthy-adult EEG; not a Norysr device result.
Measured / Public adult EEG

EEG-Clear

Computational artifact removal, evaluated on held-out people against a band-pass filter.

Technical report →
Specified / No human result

Gait-event system

Proposed sensor, model, and deterministic supervisor. Output remains disabled or simulated.

Engineering contract →
Next stage

Independent review before participant work.

A future laboratory study needs a qualified partner, an appropriate protocol, research ethics review, data and IP agreements, and the applicable regulatory path. No device is available for sale, fitting, or use.