Improve Detection Accuracy
Improve Time-based Detection
- Develop template-free methods
- Improve single-channel template based methods
- Increase robustness to noise
- Improved accuracy
- Develop multiple-channel template based methods
- Utilize redundant information from multiple electrodes
Investigate Independence of Actions for Control Purposes
- To what extent can we detect different actions based on recordings from
- a single location
- multiple locations
Compare Detection Methods
- Test the spectrally based direct brain interface detection methods
developed using EEG on ECoG
- Band power
- Adaptive autoregressive parameters
- Common spatial patterns
- Compare results to time-based methods developed using ECoG
Comparison of EEG and ECoG
- Compare data recorded as
- EEG without feedback training
- EEG with feedback training
- ECoG without feedback training
- ECoG with feedback training
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Titles and
Participants
Preliminary Work--University of Michigan
and Henry Ford Hospitals
Preliminary
Work--Technical University Graz
Future
Work: NIH Bioengineering Research Partnership