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At a Glance

Key details about this service to help you decide. Generated by Zinn Hub, not the seller.

Analysis Framework

Published 2D Synchrony Model
Uses a peer-reviewed sync x coverage plane framework with a 111-subject reference cohort from meditation, DOC, and anesthesia datasets.

Data Requirements

EDF / BDF / BrainVision
Minimum 16 channels, 100 Hz sampling rate, and 5 minutes of continuous recording. Other formats may be convertible on request.

Research Applications

Consciousness, DOC, Anesthesia
Designed for academic EEG research including meditation studies, disorders of consciousness, and anesthesia-induced brain state transitions.

Deliverables

Plots + Written Report + CSV
Basic includes scatter plot and 1-page interpretation. Standard adds time-resolved curves, a 2-page report, and CSV metric data.

What You'll Receive

Formats:
Digital Files
Written Report
Spreadsheet
Delivery Method:
Order Manager
Notes: Each delivery includes: A scatter plot showing your EEG recording on the sync × coverage plane A time-resolved plot showing how your recording moves through the plane over time A written interpretation in plain language All figures as PNG files Standard package additionally includes: Time-resolved sync, coverage, and theta curves as separate figures A 2-page written report CSV file with computed metrics All deliveries are reviewed before sending. I will respond to follow-up questions wi

Full Description

EEG Analysis: Sync × Coverage Plane Mapping

This service maps your EEG recording onto a two-dimensional brain-state plane (sync × coverage) — a framework I published on Zenodo.
Preprint: https://doi.org/10.5281/zenodo.23103048

What makes this different from traditional EEG analysis?

Conventional EEG synchrony metrics (coherence, PLV, wPLI, AEC) only measure how strongly brain regions oscillate together. They cannot distinguish two completely different brain states that yield identical high synchrony values:

  1. Functional whole-brain coordination — meditation, conscious cognitive activity

  2. Pathological high synchrony — epileptic discharges, burst-suppression, disorders of consciousness

This ambiguity creates major interpretation problems in consciousness research, EEG connectivity analysis, and neurodynamic studies.

My sync × coverage framework resolves this by adding a second dimension (coverage) that separates these two categories.

Suitable research fields

  • Consciousness research and meditation EEG studies

  • Disorders of consciousness (DOC, vegetative state, minimally conscious state)

  • Anesthesia-induced brain state transitions

  • Neurophysiology and brain dynamics

  • EEG connectivity, coherence, and neural synchrony analysis

  • EEG time-series and brain oscillation studies

  • Neuroimaging data analysis in academic research

What you will receive

  1. Scatter plot showing your EEG data position on the sync × coverage plane, with reference background cloud from 111 published subjects (meditation, DOC, anesthesia datasets)

  2. Time-resolved trajectory plot showing how your brain signal moves across the plane over recording time

  3. One-page written interpretation explaining which brain-state pattern your data resembles

  4. All figures delivered as high-resolution PNG files

Data requirements

  • File format: EDF, BDF or BrainVision

  • Sampling rate ≥ 100 Hz

  • Minimum recording duration: 5 minutes

  • Minimum channels: 16

Turnaround time: 5 business days

If you are unsure whether your dataset meets the requirements, please send me a message before placing the order.

Important Disclaimer

This service is for academic research purposes only. It is not clinical medical diagnosis.

I do not provide source code, raw calculation scripts, or algorithm parameters.

You must hold full legal rights to the uploaded EEG dataset. Raw EEG recordings will not be permanently stored after delivery.

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Compare Packages

特色BasicStandard
Delivery Time5 days7 days
Revisions12
Scatter plot of your recording on the sync × coverage plane✓✓
Reference clouds from 111 published subjects as background✓✓
One-page written interpretation (PDF)✓✓
All figures as PNG files✓✓
Time-resolved sync curve✕✓
Time-resolved coverage curve✕✓
Time-resolved theta curve✕✓
Full 2-page written report (PDF)✕✓

Portfolio

Examples of the seller's work related to this Zinn.

High Synchrony Is Not Whole-Brain Coordination

A Distinctive Theta-Beta Anticorrelation in Meditation EEG

Extra Information

Methodology

Published preprint:DOI: 10.5281/zenodo.23103048
Reference cohort:111 subjects across meditation, DOC, and anesthesia datasets
Software:Python 3.10, MNE-Python, SciPy

Service Details

Service Type
Standard
Zinner Type
Freelancer
Availability
Weekdays & Weekends
Seller's Country
China
Languages Accepted
All Languages Accepted
NDA available
Yes
Project Sizes Handled
Small To Medium
Response time
Within 24 hours
Years of Experience
2

Frequently Asked Questions

EDF, BDF, and BrainVision (vhdr + eeg + vmrk). If your file is in another format, message me first — I may be able to convert it.

The metrics require at least 5 minutes of continuous data. If your recording is shorter, message me before ordering — I can tell you whether a partial analysis is possible.

No. I delete your file within 7 days after delivery. Your data is never shared, published, or used for any other purpose.

If the analysis is technically incorrect, I will redo it at no cost. If you simply want additional interpretation, that counts as a revision (Basic includes 1, Standard includes 2).

No. This service maps your recording onto a two-axis plane and tells you which published cohort it most resembles. It is a descriptive tool, not a diagnostic one. No claims are made about subjective states.

Yes. I can process up to 4 recordings in a single order (Standard package or above). Each recording is analyzed independently and delivered as a separate report. If you have more than 4, message me first — I can set up a custom package.

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