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Nerita Ramsoonder

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Open access Aug 2026

Subject-Specific BCI Frameworks for Motor Imagery Classification Based on BSS-Free and BSS-Equipped Pipelines

A localized architectural framework is introduced to evaluate whether a lightweight pipeline operating without BSS (No-BSS) is sufficiently efficient for real-time control when compared against two BSS-equipped pipelines utilizing Independent Component Analysis (ICA) and Empirical Mode Decomposition (EMD).

Nerita Ramsoonder, Rito Clifford Maswanganyi, Philani Khumalo · 0 citations

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