Sensorimotor Based Brain Computer Interface

Sponsor
University of Michigan (Other)
Overall Status
Terminated
CT.gov ID
NCT02169375
Collaborator
Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD) (NIH)
6
1
2
7
0.9

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
  • Other: Brain computer Interface Mu (SMR) rhythm
N/A

Study Design

Study Type:
Interventional
Actual Enrollment :
6 participants
Allocation:
Randomized
Intervention Model:
Single Group Assignment
Masking:
Triple (Participant, Investigator, Outcomes Assessor)
Primary Purpose:
Basic Science
Official Title:
Effect of Normalizer Adaptation on Accuracy in a Sensorimotor Based Brain-Computer Interface
Study Start Date :
Nov 1, 2010
Actual Primary Completion Date :
Jun 1, 2011
Actual Study Completion Date :
Jun 1, 2011

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

  1. 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

Ages Eligible for Study:
18 Years and Older
Sexes Eligible for Study:
All
Accepts Healthy Volunteers:
Yes
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.
Responsible Party:
Jane Huggins, PhD, Research Assistant Professor, University of Michigan
ClinicalTrials.gov Identifier:
NCT02169375
Other Study ID Numbers:
  • I0004
  • R21HD054913
First Posted:
Jun 23, 2014
Last Update Posted:
Jun 23, 2014
Last Verified:
Jun 1, 2014

Study Results

No Results Posted as of Jun 23, 2014