BNCI2003_IVa Motor Imagery dataset
…Boosting bit rates in non-invasive EEG single-trial classifications by feature…
- Size
- 493 MB
- Updated
- May 16, 2026
75 results for "Riemannian classification" · page 4 of 8 · ranked by relevance
…Boosting bit rates in non-invasive EEG single-trial classifications by feature…
…It serves as a standard benchmark for 4-class motor imagery classification…
…CSP, FBCSP, ERD/ERS, Riemannian geometry (SCMs on SPD manifolds), Tangent Space…
…55 channels used for classification (all except Fp1,2, AF3,4, F9…
…For classification: same filter applied causally (forward only) for online portability. Artifact…
…percentage, ERD/ERS analysis, and classification analysis. ## Methodology Subjects performed motor imagery…
…class and obtained significant average classification accuracies of 55% (movement vs movement…
[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.nm000248-blue…
[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.nm000313-blue…
[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.nm000277-blue…