Information-theoretic analysis of refractory effects in the P300 speller

Published

Conference Paper

© 2016 IEEE. The P300 speller is a brain-computer interface that enables people with neuromuscular disorders to communicate based on eliciting event-related potentials (ERP) in electroencephalography (EEG) measurements. One challenge to reliable communication is the presence of refractory effects in the P300 ERP that induces temporal dependence in the user's EEG responses. We propose a model for the P300 speller as a communication channel with memory. By studying the maximum information rate on this channel, we gain insight into the fundamental constraints imposed by refractory effects. We construct codebooks based on the optimal input distribution, and compare them to existing codebooks in literature.

Full Text

Duke Authors

Cited Authors

  • Mayya, V; Mainsah, B; Reeves, G

Duke Contributors

Published Date

  • March 1, 2017

Published In

Start / End Page

  • 1621 - 1625

International Standard Serial Number (ISSN)

  • 1058-6393

International Standard Book Number 13 (ISBN-13)

  • 9781538639542

Digital Object Identifier (DOI)

  • 10.1109/ACSSC.2016.7869654

Citation Source

  • Scopus