EEG is the recording of electrical activities of the brain, usually along the scalp surface,
which are the results of synaptic activations of the brain's neurons. In recent years, it has …

Sign language is a natural, visually oriented and non-verbal communication channel
between people that facilitates communication through facial/bodily expressions, postures …

In the rapid serial visual presentation (RSVP) classification task, the data from the target and
non-target classes are incredibly imbalanced. These class imbalance problems (CIPs) can …

There is a growing interest in using generative adversarial networks (GANs) to produce
image content that is indistinguishable from real images as judged by a typical person. A …

Recently Noninvasive Electroencephalogram (EEG) systems are gaining much attention.
Brain-computer Interface (BCI) systems rely on EEG analysis to identify the mental state of …

Objective. Achieving high precision rapid serial visual presentation (RSVP) task often
requires many electrode channels to obtain more information. However, the more channels …

Epilepsy is a central nervous system disorder in which brain activity becomes abnormal and
causes periods of unusual behavior and sometimes loss of awareness. Epilepsy is a …

Brain–computer Interface (BCI) is actively involved in optimizing the communication medium
between the human brain and external devices. Objective. Rapid serial visual presentation …

Human visual target detection based on electroencephalography (EEG) signals has been
widely used to categorize target and non-target images, especially visual event-related …

Generative adversarial networks (GANs) are increasingly attracting attention in the computer
vision, natural language processing, speech synthesis and similar domains. Arguably the …