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Image Search Results
Journal: Journal of Neural Engineering
Article Title: Extracting robust single-trial somatosensory evoked potentials for non-invasive brain computer interfaces
doi: 10.1088/1741-2552/adfd8a
Figure Lengend Snippet: Experiment setup and analysis pipeline. The experiment setup includes tibial nerve stimulation with a constant current electrical stimulator, electromyography (EMG) acquisition system (analog amplifier, analog to digital convertor) to measure soleus EMG, electroencephalography (EEG) acquisition system (EEG headset, BCI2000 software (Schalk et al )), our evoked potential operant conditioning system (EPOCS: (Hill et al )). Stimulation and monitoring system, and a screen for real-time visualization of background EMG. The data plot inset shows the H -reflex and M -wave recruitment curves obtained in pseudo real-time, used to determine the stimulation intensity for the subsequent assessment run. Left panel shows the analysis pipeline used for assessing the performance of single-trial somatosensory evoked potential measurement.
Article Snippet: Second , reduce the EEG contamination due to electrical and movement artifacts, expected to be larger at the proposed stimulation parameters, by using a dry
Techniques: Software
Journal: Journal of Neural Engineering
Article Title: Extracting robust single-trial somatosensory evoked potentials for non-invasive brain computer interfaces
doi: 10.1088/1741-2552/adfd8a
Figure Lengend Snippet: Cortical evoked potential operant conditioning system (C-EPOCS): the C-EPOCS system acquires multichannel EEG data from the headset along with the trigger onset signal. It also monitors the background EEG to check that it remains at a predefined low level, before triggering the electrical stimulator. The background activity is rendered as a gauge on the display monitor. The stimulator stimulates the tibial nerve and evokes an SEP response. This is processed in real time by the C-EPOCS processor, resulting in a one-dimensional SEP magnitude that is rendered as the height of a gauge on the display. Simultaneously, optionally, EPOCS can be separately deployed to record the amplified and digitized EMG from soleus and tibialis anterior muscles, along with a copy of the trigger onset. Wireless inertial measurement units are placed on the feet to capture foot movement due to the stimulation induced twitch.
Article Snippet: Second , reduce the EEG contamination due to electrical and movement artifacts, expected to be larger at the proposed stimulation parameters, by using a dry
Techniques: Activity Assay, Amplification, Muscles