Journal article

Dealing with Target Uncertainty in a Reaching Control Interface

Elaine A Corbett, Konrad P Koerding, Eric J Perreault

PLoS One | PUBLIC LIBRARY SCIENCE | Published : 2014

Abstract

Prosthetic devices need to be controlled by their users, typically using physiological signals. People tend to look at objects before reaching for them and we have shown that combining eye movements with other continuous physiological signal sources enhances control. This approach suffers when subjects also look at non-targets, a problem we addressed with a probabilistic mixture over targets where subject gaze information is used to identify target candidates. However, this approach would be ineffective if a user wanted to move towards targets that have not been foveated. Here we evaluated how the accuracy of prior target information influenced decoding accuracy, as the availability of neura..

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Grants

Awarded by National Science Foundation


Funding Acknowledgements

This material is based upon work supported by the National Science Foundation under Grant No. 0939963. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.