1 code implementation • 29 Apr 2021 • Dheeraj Rathee, Haider Raza, Sujit Roy, Girijesh Prasad
Recent advancements in magnetoencephalography (MEG)-based brain-computer interfaces (BCIs) have shown great potential.
no code implementations • 14 Jul 2020 • Niamh McCombe, Xuemei Ding, Girijesh Prasad, David P. Finn, Stephen Todd, Paula L. McClean, KongFatt Wong-Lin
Data imputation is the most popular method of dealing with missing values, but in most real life applications, large missing data can occur and it is difficult or impossible to evaluate whether data has been imputed accurately (lack of ground truth).
no code implementations • 2 May 2018 • Haider Raza, Dheeraj Rathee, ShangMing Zhou, Hubert Cecotti, Girijesh Prasad
Furthermore, using two publicly available BCI-related EEG datasets, the proposed method was extensively compared with the state-of-the-art single-classifier based passive scheme, single-classifier based active scheme and ensemble based passive schemes.