Search Results for author: Geoffrey Mackellar

Found 2 papers, 1 papers with code

EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs

1 code implementation17 Feb 2024 Navid Mohammadi Foumani, Geoffrey Mackellar, Soheila Ghane, Saad Irtza, Nam Nguyen, Mahsa Salehi

We show that our semantic subsequence preserving improves the existing masking methods in self-prediction literature and find that preserving 50\% of EEG recordings will result in the most accurate results on all 6 tasks on average.

EEG Representation Learning

Detecting Driver's Distraction using Long-term Recurrent Convolutional Network

no code implementations14 Apr 2020 Chang Wei Tan, Mahsa Salehi, Geoffrey Mackellar

In this study we demonstrate a novel Brain Computer Interface (BCI) approach to detect driver distraction events to improve road safety.

Brain Computer Interface EEG +3

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