Summary: New research shows that deep learning can use EEG signals to distinguish Alzheimer’s disease from frontotemporal dementia with high accuracy. By analyzing both the timing and frequency of ...

Electroencephalography (EEG) is a fascinating noninvasive technique that measures and records the brain's electrical activity. It detects small electrical signals produced when neurons in the brain ...

Researchers develop a novel topology-aware multiscale feature fusion network to enhance the accuracy and robustness of EEG-based motor imagery decoding Electroencephalography (EEG) is a fascinating ...

Synaptrix Labs, a startup building a wearable brain-computer interface platform recently secured seed funding from Mark Cuban to accelerate commercial traction. Neuralis is the company’s wearable BCI ...

Mental workload is an interdisciplinary construct that significantly influences human performance, particularly in tasks requiring sustained attention and cognitive processing. Effective mental ...

The impact of deep learning (DL) methodologies within the sphere of Brain-Computer Interfaces (BCI) for the categorization of electroencephalographic (EEG) transcriptions has been stymied by the ...

In the context of lifestyle changes, stress and other environmental factors have resulted in the sudden hike in dementia globally. This necessitates investigations with respect to every horizon of the ...

Brain-Computer Interfaces (BCIs) are emerging as transformative tools that enable direct communication between the human brain and external devices. With recent advancements in Electroencephalography ...

Acquiring and analyzing body information is the first step to sensing and understanding the body. The signals obtained from our body often hold the characteristics of high dimension, non-linearity, ...

Abstract: An Electroencephalography (EEG)-based brain-computer interface (BCI) is a system that helps in the process of direct communication between humans and computers using brain activity or ...

1 Biomedical Engineering and Biotechnology, University of Massachusetts, Dartmouth, USA. 2 Biomedical Engineering and Biotechnology, University of Massachusetts, Lowell, USA. Sleep disorders affect an ...