Recent engineering and neuroscience applications have led to the development of brain–
computer interface (BCI) systems that improve the quality of life of people with motor …

As automobiles become increasingly autonomous, there is growing interest in personalized
automation based on human behavior. However, there is an increasing need for behavioral …

Purpose Diagnosis and treatment in psychiatry are still highly dependent on reports from
patients and on clinician judgment. This fact makes them prone to memory and subjectivity …

Introduction The study of motor cortex represents the presence of functional activity around
mesial surface during all lower limb movements. Due to this, the problem of classification for …

Electromyography (EMG) devices are well-suited for measuring the behaviour of muscles
during an exercise or a task, and are widely used in many different research areas. Their …

Electromyography (EMG) signals are biomedical signals that measure electrical currents
generated during muscle contraction. These signals are strongly influenced by physiological …

In the last three decades, artificial intelligence (AI) has been increasingly and vigorously
utilized for process control in chemical, biochemical, and biomedical engineering. These …

The construction of motion decoder based on surface Electromyography (sEMG) signals is
an important part in the clinical trial of rehabilitation robot. Its performance directly …

In this paper, a device that enables a human to interact with a vehicle without using one's
hands is described. The device that we propose acquires the surface electromyogram signal …

Considering the increase in life expectancy, people started to invest in technologies capable
of improving the quality of life. One of these technologies is the Brain-Machine Interface …