Latest AI and machine learning research in seizures for healthcare professionals.
Recently, electroencephalography (EEG) signals have been actively incorporated to decode brain act...
Emotion recognition is of great significance for brain-computer interface and emotion computing, and...
Automatic detection of epilepsy plays a crucial role in diagnosing and treatment of patients, while ...
In this study, we proposed a novel heterogeneous transfer learning approach named Focused Speech Fea...
The steady-state visual evoked potentials (SSVEP) based brain-computer interfaces (BCIs) require ext...
Neural activities in distinct brain regions variably contribute to the formation of motor imagery (M...
Standard diagnostic methods for evaluating the severity of brain injuries resulting from cardiac arr...
Self-supervised learning provides an effective approach to leverage a large amount of unlabeled data...
EEG classification is a challenging task due to the nonstationary nature of EEG data and the covaria...
The adoption of brain-computer interfaces (BCIs) has significantly increased in various application ...
Human-robot teaming has become increasingly important with the advent of intelligent machines. Prior...
Capturing informative electroencephalogram (EEG) signals is a challenging task due to the presence o...
EEG-based detection of major depression disorder (MDD) plays a pivotal role in the subsequent treatm...
Recent advances in stroke rehabilitation technology have been focused on developing Intelligent Reha...
Attention deficit hyperactivity disorder (ADHD) is the most common condition affecting the developme...
Brain decoding is an emerging area in the fields of neuroscience and machine learning. The goal of d...
As the worldwide incidence of stroke increases, supernumerary robotic limbs (SRLs), more specificall...
Spatiotemporal convolutional neural networks (CNNs) have emerged as potent tools for seizure predict...
While deep learning methods are increasingly applied in research contexts for neuropsychiatric disor...
Nouns and verbs constitute the fundamental elements of human language systems. Abundant studies have...
Epilepsy is a disease of the brain that causes unprovoked or reflex seizures that affects millions o...