Search Results for author: Girijesh Prasad

Found 3 papers, 1 papers with code

A magnetoencephalography dataset for motor and cognitive imagery-based brain-computer interface

1 code implementation29 Apr 2021 Dheeraj Rathee, Haider Raza, Sujit Roy, Girijesh Prasad

Recent advancements in magnetoencephalography (MEG)-based brain-computer interfaces (BCIs) have shown great potential.

Motor Imagery

Predicting feature imputability in the absence of ground truth

no code implementations14 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).

Imputation

Covariate Shift Estimation based Adaptive Ensemble Learning for Handling Non-Stationarity in Motor Imagery related EEG-based Brain-Computer Interface

no code implementations2 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.

EEG Ensemble Learning +1

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