Sensorimotor Based Brain Computer Interface
Study Details
Study Description
Brief Summary
Sensorimotor (also know as mu) rhythm based brain-computer interfaces (BCIs) are a tool for controlling electronic devices using only brain signals. Often, the computer software that analyzes mu-rhythm brain signals constantly adapts to the individual user's brain signals when the training target location is known. The investigators want the BCIs to be more universal, and not depend on knowing the target location. Therefore, the investigators will test the effect removing adaptation has on accuracy of using a mu-rhythm BCI.
Condition or Disease | Intervention/Treatment | Phase |
---|---|---|
|
N/A |
Study Design
Arms and Interventions
Arm | Intervention/Treatment |
---|---|
Experimental: Mu Rhythm with adaptation
|
Other: Brain computer Interface Mu (SMR) rhythm
Subjects will wear an EEG cap for 1-2 hours typical per session and use the brain computer interface to operate assistive technology. Subjects will be asked to participate in 10 sessions.
|
Experimental: Mu Rhythm without adaptation
|
Other: Brain computer Interface Mu (SMR) rhythm
Subjects will wear an EEG cap for 1-2 hours typical per session and use the brain computer interface to operate assistive technology. Subjects will be asked to participate in 10 sessions.
|
Outcome Measures
Primary Outcome Measures
- Accuracy of a mu rhythm BCI using adaptation versus no adaptation. [10 times over 5 weeks]
Accuracy with which subjects can select one of two targets after a 3-second time period. The accuracy for a run is calculated as the % of the trials in which the correct target is selected. The average accuracy will be calculated for each of the 10 usage sessions and changes over the sessions will be tracked.
Eligibility Criteria
Criteria
Inclusion Criteria:
-
Age 18 or older.
-
Able to read text on a computer screen
-
Able to understand and remember instructions concerning participation.
Exclusion Criteria:
-
Unable give informed consent.
-
Unable to understand and follow instructions.
-
Have abnormal tone or uncontrolled movements in the head-and-neck that would interfere with EEG recordings.
-
Known to have photosensitive epilepsy.
-
Open head lesions or sores.
Contacts and Locations
Locations
Site | City | State | Country | Postal Code | |
---|---|---|---|---|---|
1 | University of Michigan | Ann Arbor | Michigan | United States | 48109 |
Sponsors and Collaborators
- University of Michigan
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD)
Investigators
- Principal Investigator: Jane Huggins, PhD, University of Michigan
Study Documents (Full-Text)
None provided.More Information
Additional Information:
Publications
None provided.- I0004
- R21HD054913