Intra-and inter-subject variability in EEG-based sensorimotor brain computer interface: a review
Brain computer interfaces (BCI) for the rehabilitation of motor impairments exploit
sensorimotor rhythms (SMR) in the electroencephalogram (EEG). However, the …
sensorimotor rhythms (SMR) in the electroencephalogram (EEG). However, the …
A Review of Techniques for Detection of Movement Intention Using Movement‐Related Cortical Potentials
The movement‐related cortical potential (MRCP) is a low‐frequency negative shift in the
electroencephalography (EEG) recording that takes place about 2 seconds prior to voluntary …
electroencephalography (EEG) recording that takes place about 2 seconds prior to voluntary …
Attempted arm and hand movements can be decoded from low-frequency EEG from persons with spinal cord injury
We show that persons with spinal cord injury (SCI) retain decodable neural correlates of
attempted arm and hand movements. We investigated hand open, palmar grasp, lateral …
attempted arm and hand movements. We investigated hand open, palmar grasp, lateral …
Enhanced low-latency detection of motor intention from EEG for closed-loop brain-computer interface applications
In recent years, the detection of voluntary motor intentions from electroencephalogram
(EEG) has been used for triggering external devices in closed-loop brain–computer interface …
(EEG) has been used for triggering external devices in closed-loop brain–computer interface …
Design and optimization of an EEG-based brain machine interface (BMI) to an upper-limb exoskeleton for stroke survivors
This study demonstrates the feasibility of detecting motor intent from brain activity of chronic
stroke patients using an asynchronous electroencephalography (EEG)-based brain machine …
stroke patients using an asynchronous electroencephalography (EEG)-based brain machine …
A shallow mirror transformer for subject-independent motor imagery BCI
Objective: Motor imagery BCI plays an increasingly important role in motor disorders
rehabilitation. However, the position and duration of the discriminative segment in an EEG …
rehabilitation. However, the position and duration of the discriminative segment in an EEG …
A brain–computer interface for single-trial detection of gait initiation from movement related cortical potentials
Objective Applications of brain–computer interfacing (BCI) in neurorehabilitation have
received increasing attention. The intention to perform a motor task can be detected from …
received increasing attention. The intention to perform a motor task can be detected from …
Sitting and standing intention can be decoded from scalp EEG recorded prior to movement execution
Low frequency signals recorded from non-invasive electroencephalography (EEG), in
particular movement-related cortical potentials (MRPs), are associated with preparation and …
particular movement-related cortical potentials (MRPs), are associated with preparation and …
[HTML][HTML] Breathing is coupled with voluntary initiation of mental imagery
Previous research has suggested that bodily signals from internal organs are associated
with diverse cortical and subcortical processes involved in sensory-motor functions, beyond …
with diverse cortical and subcortical processes involved in sensory-motor functions, beyond …
Automatically identified EEG signals of movement intention based on CNN network (End-To-End)
Movement-based brain–computer Interfaces (BCI) rely significantly on the automatic
identification of movement intent. They also allow patients with motor disorders to …
identification of movement intent. They also allow patients with motor disorders to …