Dynamic stopping improves the speed and accuracy of a P300 speller

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 7552 LNCS, Issue PART 1, 2012, Pages 661-668

  Verschore, Hannes ^a   Kindermans, Pieter Jan ^a   Verstraeten, David ^a   Schrauwen, Benjamin ^a  

^a GHENT UNIVERSITY   (Belgium)

Author keywords

Adaptation; Brain Computer Interface; Event Related Potential; P300

Indexed keywords

ADAPTATION; COMPUTATIONAL REQUIREMENTS; EVENT RELATED POTENTIALS; FIXED NUMBERS; P300; PROBABILISTIC CLASSIFIERS; SIMPLE MODIFICATIONS;

BRAIN COMPUTER INTERFACE;

NEURAL NETWORKS;

EID: 84867662347     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-33269-2_83     Document Type: Conference Paper

References (10)

1. Donchin, E., Spencer, K., Wijesinghe, R.: The mental prosthesis: assessing the speed of a P300-based brain-computer interface. IEEE Transactions on Rehabilitation Engineering 8, 174-179 (2000)
2. Farwell, L., Donchin, E.: Talking off the top of your head: towards a mental prosthesis utilizing event-related brain potentials. Electroencepthalography and Clinical Neurophysiology 70, 510-523 (1988)
3. Serby, H., Yom-Tov, E., Inbar, G.F.: An improved P300-based brain-computer interface. IEEE Trans. Neural Syst. Rehabil. 13, 89-98 (2005)
4. Blankertz, B.: BCI Competition III webpage, http://www.bbci.de/ competitin/iii/#data-set-ii
5. Schreuder, M., Rost, T., Tangermann, M.: Listen, you are writing! Speeding up online spelling with a dynamic auditory BCI. Frontiers in Neuroscience 5, 112 (2011)
6. Manyakov, N., Chumerin, N., Combaz, A., Van Hulle, M.: Comparison of Classification Methods for P300 Brain-Computer Interface on Disabled Subjects. Computational Intelligence and Neuroscience
7. Kindermans, P., Verstraeten, D., Schrauwen, B.: A Bayesian Model for Exploiting Application Constraints to Enable Unsupervised Training of a P300 based BCI. PLoS One (2012)
8. Hoffmann, U., Vesin, J., Touradj, E., Diserens, K.: An efficient P300-based Brain- Computer Interface for disabled subjects. Journal of Neuroscience Methods
9. Babiloni, F., Carducci, F., Cerutti, S., Liberati, D., Rossini, P.M., Urbano, A., Babiloni, C.: Comparison between human and artificial neural network detection of Laplacian-derived electroencephalographic activity related to unilateral voluntary movements. Computers and Biomedical Research 33, 59-74 (2000)
10. Baraldi, P., Manginelli, A.A., Maieron, M., Liberati, D., An, A.R.X.: model-based approach to trial by trial identification of fMRI-BOLD responsens. NeuroImage 37, 189-201 (2007)