Brain Computer Interfaces (Mu Rhythm Learning)

EEG-based Brain Computer Interface and Mu Rhythm for Computer Access

Status

Terminated

Phases

Unknown

Study type

Observational

Source

ClinicalTrials.gov

Registry ID

NCT02011399

Enrollment

Registered

2013-12-13

Start date

2011-02-28

Completion date

2011-06-30

Last updated

2013-12-13

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Mobility Impairments

Keywords

brain, computer, interfaces, mobility impairments

Brief summary

Sensorimotor (also know as mu) rhythm based brain-computer interfaces (BCIs) are a tool for controlling electronic devices using only brain signals. The Mu rhythm is a naturally occuring wave produced by the brain. This research project will determine how to best train subjects to use the Mu rhythm for computer control.

Detailed description

As a method of BCI control, Mu rhythms are difficult to learn and involve extensive training. The investigators want to keep users motivated and determine the best way to provide effective training. Healthy users will be trained to control a computer by wearing an electrode cap that is connected to a computer. They will have their levels of motivation and interest measured while learning to use the Mu rhythm. Two different types of learning programs will be used to determine which is most effective for Mu rhythm training. This method will be used for device control by people with severe physical impairments, who may be able to communicate or carry out other desired tasks using a BCI.

Interventions

PROCEDUREBrain Computer Interface for Mu Rhythm

Device: Brain Computer Interface Subjects will wear an EEG (electrode) cap for 1-4 hours (1-2 hours typical) per session and use the brain-computer interface to operate a computer. Subjects will be asked to participate in 4-20 sessions. Arms: Brain Computer Interface Keyboard

Study design

Observational model

COHORT

Time perspective

PROSPECTIVE

Eligibility

Sex/Gender

ALL

Age

18 Years to No maximum

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

Design outcomes

Primary

Measure	Time frame	Description
Efficacy of Mu Rhythm Learning	20 sessions	The primary outcome measure is determining the best learning methods by which subjects can learn to use the Mu rhythm to hit targets on a computer screen.

Countries

United States

Outcome results

None listed

Source: ClinicalTrials.gov · Data processed: Feb 4, 2026