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ZyntZ/README.md

Anna Sokolova

Neurotechnology · Brain–computer interfaces · EEG/EMG · Reproducible science

Python · MNE-Python · MOABB · scikit-learn · statsmodels

Selected work

Project Focus
Motor-imagery decoder robustness Channel loss, reduced montages, and cross-session transfer on PhysioNet and BNCI2014-001
Cross-validation pitfalls in BCI Reproducible evaluation and data-leakage diagnostics for motor-imagery decoding
Ambulatory P300 motion audit Testing whether predictions remain tied to neural evidence during movement
wPLI validation pipeline Validation and diagnostics for phase-based functional connectivity

Contact

ORCID Email

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  1. motor-imagery-eeg-decoder-robustness motor-imagery-eeg-decoder-robustness Public

    Reproducible benchmark of motor-imagery EEG decoder robustness to channel loss, reduced montages, and cross-session transfer.

    Python