The use of happy faces as visual stimuli improves the performance of the hybrid SSVEP+ P300 brain computer interface

DD Kapgate - Journal of Neuroscience Methods, 2024 - Elsevier
Background This study illustrates a hybrid brain-computer interface (BCI) in which steady-
state visual evoked potentials (SSVEP) and event-related potentials (P300) are evoked …

Effect of inverted faces as visual stimuli on the performance of the hybrid SSVEP+ P300 brain computer interface

DD Kapgate - Brain Research, 2024 - Elsevier
Introduction This study proposes a hybrid brain-computer interface (BCI) system that
simultaneously evokes steady-state visual evoked potentials (SSVEP) and event-related …

Multidomain Convolution Neural Network Models for Improved Event-Related Potential Classification

X Chen, RS Gupta, L Gupta - Sensors, 2023 - mdpi.com
Two convolution neural network (CNN) models are introduced to accurately classify event-
related potentials (ERPs) by fusing frequency, time, and spatial domain information acquired …