…mostly healthy; 2 amputees (both upper limbs; right lower limb below the…
A NEMAR re-host and EMG-BIDS conversion of the public Meta emg2pose benchmark, pairing 2 kHz, 16-channel wrist surface electromyography with hand pose labels from a 26-camera motion-capture system. The release spans 193 users, about 370 hours, 29 behavioral stages and roughly 80 million labeled frames. It supports research on estimating hand pose from surface EMG.
…upper limb movements, EEG, motor imagery, movement execution, low-frequency, time-domain…
NEMAR Dataset nm000107: wrist - Wrist movement control from EMG
NEMAR Dataset nm000105: discrete_gestures - Discrete hand gesture detection from EMG
A multi-modal neuroimaging dataset combining structural MRI (T1w), magnetoencephalography (MEG), and EEG recorded during electrical median nerve stimulation at the right wrist. Participants responded to each stimulus by lifting the left index finger as quickly as possible, allowing study of somatosensory and motor responses. Anatomical fiducials were digitized to align MEG with MRI, and event triggers mark stimuli and finger-lift responses.
…high-density EEG and surface EMG recorded during a standardized upper-limb…
…neuroprosthetic, upper_limb_control, hand_grasp_control - **Environment**: indoor - **Online feedback**: True…
…10.82901/nemar.nm000270) # Lower limb motor imagery EEG dataset of stroke…
Raw multimodal recordings of 18-channel EEG and functional near-infrared spectroscopy (fNIRS) from seven participants with orthopedic impairment performing motor imagery tasks. Each participant completed three sessions of 40 trials, with four motor imagery tasks (reach, twist, lift, grasp) presented in random order. The dataset supports research on multimodal brain-computer interfaces for people with motor impairments.