44 citations · 61 across the 8 of their papers we have counts for
3 papers · 1 filter
Can EEG resting state data benefit data-driven approaches for motor-imagery decoding?
Rishan Mehta, Param Rajpura, Yogesh Kumar Meena
Resting-state EEG data in neuroscience research serve as reliable markers for user identification and reveal individual-specific traits. Despite this, the use of resting-state data…
Quantifying Spatial Domain Explanations in BCI using Earth Mover's Distance
Param Rajpura, Hubert Cecotti, Yogesh Kumar Meena
Brain-computer interface (BCI) systems facilitate unique communication between humans and computers, benefiting severely disabled individuals. Despite decades of research, BCIs are…
Towards Optimising EEG Decoding using Post-hoc Explanations and Domain Knowledge
Param Rajpura, Yogesh Kumar Meena
Decoding EEG during motor imagery is pivotal for the Brain-Computer Interface (BCI) system, influencing its overall performance significantly. As end-to-end data-driven learning me…