Work

Ocular-correlated signals and decision rules in DTW decoding of motor-imagery EEG: code and results

Year: 2026

Type: software

Abstract: Code, result files and analysis scripts for the study "Ocular-correlated signals and decision rules alter the apparent performance of dynamic time warping in motor-imagery EEG decoding" (submitted to Scientific Reports). Includes preprocessing, DTW, band-power, FBCSP, Riemannian and learned-model pipelines, cross-session protocols, ocular-regression and sham controls, subject-level statistics, per-participant result files, and the scripts that generate every number, table and figure in the manuscript. The datasets (BCI Competition IV 1, 2a, 2b; PhysioNet EEGMMIDB) are public and not included; see data/README.md for sources and checksums.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.23589121

Authors: Kyzyrkanov, Abzal, Baishemirov, Zharasbek D., Toleuov, Timur, Otarbay, Zhenis, Amirgaliyev, Beibut, Bektibay, Nurbol

Institutions: Astana IT University, Kazakh-British Technical University, Narxoz University, Aktobe Regional State University named after K.Zhubanov, Kazakh Technology and Business University named after K.Kulazhanov, Nazarbayev University

Language: English

Topic: EEG and Brain-Computer Interfaces

Subfield: Cognitive Neuroscience

Field: Neuroscience

Domain: Life Sciences

Open Access status: green

OpenAlex ID: W7223377265

Cites: 1

Cited by:

Related to: 10