Data and analytics · delivered in 3-7 days
Our team examines your single-channel brainwave (EEG) recording using a published research method built to uncover subtle structural patterns that ordinary spectral analysis overlooks. The outcome is a complete PDF report presenting the findings in plain terms, so you can understand exactly what was detected in your data and why it matters for further exploration.
Structural pattern detection for your EEG recordings, based on published research
How the analysis works
We apply a peer-reviewed method (DOI: 10.5281/zenodo.22850972) to your single-channel EEG file. The technique picks out a distinct structural signature - two frequency peaks with a dip between them inside the theta band - that conventional tools such as power spectral density, coefficient of variation, and sample entropy fail to reveal.
This approach was first tested on an open meditation EEG dataset, where it flagged one participant showing a pattern absent from the other 23 people in the study. We now offer the same analysis to individuals and research groups.
What you receive
- A per-channel breakdown of the structural pattern
- An anchor score between 0 and 1, showing how strongly the pattern appears
- Peak frequency values (f1, f2) in Hz
- Temporal dynamics describing how the pattern shifts across your recording
- A complete PDF report with figures and a plain-language explanation
What this analysis does not do
- It is not a medical diagnosis
- It does not measure meditation depth or spiritual progress
- It does not forecast future states or events
This is a research-level analysis intended for personal insight and exploration.
Who benefits
- Meditators using consumer or research-grade EEG devices who want to examine their own recordings
- Research teams studying meditation, sleep, or cognitive EEG data
- BCI developers and neurofeedback practitioners looking for an additional analytical angle
Information we need from you
- Your EEG file (CSV, BDF, or EDF)
- Sampling rate in Hz
- Length of the recording
- A brief note on what you hope to learn
Data handling
Your file is used solely for your requested analysis. Once the report is delivered, the source data is permanently removed within 7 days and is never shared or reused for any other purpose.
Turnaround
- Single-file analysis: delivered within 3 business days
- Batch analysis of several files: get in touch for a quote
Please note
The underlying method comes from a preprint that has not yet completed formal journal peer review. The pattern identified is an observation rather than a diagnostic label. Results are intended purely for research and personal exploration.
Your order opens its own thread here the moment it is paid, and everything about that order - questions, changes and the final report - happens in it.
No. This is a research-level analysis meant for personal insight and exploration. It is not a medical diagnosis and should not be used for clinical decisions, insurance, or regulatory purposes.
Yes. Your file is used only for your own analysis. Once your report is delivered, the source data is permanently deleted within 7 days and is never shared, published, or reused elsewhere.
No. The algorithm and its implementation remain our commercial asset. You receive the analysis output - PDF report, CSV data, and figures - rather than the underlying code.
English or Chinese. Let us know your preference when placing the order. Without a specified preference, we deliver the report in English.
If the delivered report does not meet your expectations, reach out within 7 days and we will revise it based on your feedback at no additional charge. Where the concern relates to interpretation, we will walk through our reasoning and add further context.
Refund requests are reviewed case by case. As this is bespoke data analysis, a refund cannot be guaranteed once the report has been delivered.
Yes. We need at least 60 seconds of continuous data per channel to run the analysis. For dependable temporal dynamics results, a recording of 5 minutes or more is recommended.
Files under 60 seconds per channel cannot be processed. Recordings between 1 and 5 minutes can be analysed, though temporal dynamics results may be limited.
For multi-channel files, every channel is analysed by default, with anchor scores reported per channel so you can see where the pattern appears and where it does not.
If you prefer we focus on particular channels, such as Cz, Fz, or Pz, let us know when ordering.
For consumer devices with fewer channels, outcomes may differ from research-grade 64-channel setups. Message us before ordering if you are uncertain about your equipment.
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