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Articles

Predictive Spelling With a P300-Based Brain–Computer Interface: Increasing the Rate of Communication

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Pages 69-84 | Published online: 28 Dec 2010

REFERENCES

  • Allison , B. Z. and Pineda , J. A. 2003 . ERPs evoked by different matrix sizes: Implications for a brain computer interface (BCI) system . IEEE Transactions on Neural Systems and Rehabilitation Engineering , 11 : 110 – 113 .
  • Brysbaert , M. and New , B. 2009 . Moving beyond Kucera and Francis: A critical evaluation of current word frequency norms and the introduction of a new and improved word frequency measure for American English . Behavior Research Methods , 41 : 977 – 990 .
  • Cohen , J. D. and Polich , J. 1997 . On the number of trials needed for P300 . International Journal of Psychophysiology , 25 ( 3 ) : 6
  • Copestake , A. Augmented and alternative NLP techniques for augmentative and alternative communication . Paper presented at the Natural Language Processing for Communication Aids . Stanford, CA. Stanford University .
  • Draper , N. R. and Smith , H. 1981 . Applied regression analysis , 2nd , New York, NY : Wiley .
  • Farwell , L. A. and Donchin , E. 1988 . Talking off the top of your head: toward a mental prosthesis utilizing event-related brain potentials . Electroencephalography and Clinical Neurophysiology , 70 : 510 – 523 .
  • Furdea , A. , Halder , S. , Krusienski , D. J. , Bross , D. , Nijboer , F. , Birbaumer , N. and Kübler , A. 2009 . An auditory oddball (P300) spelling system for brain–computer interfaces . Psychophysiology , 46 : 617 – 625 .
  • Garay-Vitoria , N. and Abascal , J. 2004 . A comparison of prediction techniques to enhance the communication rate . User-Centered Interaction Paradigms for Universal Access in the Information Society: 8th ERCIM Workshop on User Interfaces for All , 3196 : 400 – 417 . doi:10.1007/b95185
  • Garay-Vitoria , N. and Abascal , J. 2006 . Text prediction systems: A survey . Universal Access in the Information Society , 4 : 20
  • Gopher , D. and Donchin , E. 1986 . “ Workload: An examination of the concept ” . In Handbook of perception and human performance, Vol. 2: Cognitive processes and performance , Edited by: Boff , K. R. K. , Lloyd , T. and James , P. 1 – 49 . Oxford, , UK : Wiley & Sons .
  • Isreal , J. B. , Chesney , G. L. , Wickens , C. D. and Donchin , E. 1980 . P300 and tracking difficulty: evidence for multiple resources in dual-task performance . Psychophysiology , 17 : 259 – 273 .
  • Isreal , J. B. , Wickens , C. D. , Chesney , G. L. and Donchin , E. 1980 . The event-related brain potential as an index of display-monitoring workload . Human Factors , 22 : 211 – 224 .
  • Kaper , M. , Meinicke , P. , Grossekathoefer , U. , Lingner , T. and Ritter , H. 2004 . BCI Competition 2003–-Data set IIb: support vector machines for the P300 speller paradigm . IEEE Trans Biomed Eng , 51 : 1073 – 1076 .
  • Koester , H. H. and Levine , S. P. 1994a . Learning and performance of able-bodied individuals using scanning systems with and without word prediction . Assistive Technology , 6 ( 1 ) : 42 – 53 .
  • Koester , H. H. and Levine , S. P. 1994b . Modeling the speed of text entry with a word prediction interface . IEEE Transactions on Rehabilitation Engineering , 2 ( 3 ) : 10
  • Koester , H. H. and Levine , S. P. 1996 . Effect of a word prediction feature on user performance . Augmentative and Alternative Communication , 12 ( 3 ) : 23
  • Kramer , A. F. , Wickens , C. D. and Donchin , E. 1983 . An analysis of the processing requirements of a complex perceptual-motor task . Human Factors , 25 : 597 – 621 .
  • Kramer , A. F. , Wickens , C. D. and Donchin , E. 1985 . Processing of stimulus properties: evidence for dual-task integrality . Journal of Experimental Psychology. Human Perception and Performance , 11 : 393 – 408 .
  • Krusienski , D. J. , Sellers , E. W. , McFarland , D. J. , Vaughan , T. M. and Wolpaw , J. R. 2008 . Toward enhanced P300 speller performance . Journal of Neuroscience Methods , 167 ( 1 ) : 15 – 21 .
  • Kübler , A. , Nijboer , F. , Mellinger , J. , Vaughan , T. M. , Pawelzik , H. , Schalk , G. and Wolpaw , J. R. 2005 . Patients with ALS can use sensorimotor rhythms to operate a brain–computer interface . Neurology , 64 : 1775 – 1777 .
  • Kunst , C. B. 2004 . Complex genetics of amyotrophic lateral sclerosis . American Journal of Human Genetics , 75 : 933 – 947 .
  • Lenhardt , A. , Kaper , M. and Ritter , H. J. 2008 . An adaptive P300-based online brain–computer interface . IEEE Transactions on Neural Systems and Rehabilitation Engineering , 16 : 121 – 130 .
  • Lesher , G. and Rinkus , G. Domain-specific word prediction for augmentative communication . Paper presented at the RESNA Annual Conference . Spencerport, NY. Enkidu Research, Inc. .
  • Murphy , J. M. , Henry , R. G. , Langmore , S. , Kramer , J. H. , Miller , B. L. and Lomen-Hoerth , C. 2007 . Continuum of frontal lobe impairment in amyotrophic lateral sclerosis . Archives of Neurology , 64 : 530 – 534 .
  • Nijboer , F. , Sellers , E. W. , Mellinger , J. , Jordan , M. A. , Matuz , T. , Furdea , A. and Kübler , A. 2008 . A P300-based brain–computer interface for people with amyotrophic lateral sclerosis . Clinical Neurophysiology , 119 : 1909 – 1916 .
  • Picton , T. W. 1992 . The P300 wave of the human event-related potential . Journal of Clinical Neurophysiology , 9 : 456 – 479 .
  • Pierce , J. R. 1980 . An introduction to information theory , 145 – 165 . New York : Dover .
  • Ritter , W. and Vaughan , H. G. Jr. 1969 . Averaged evoked responses in vigilance and discrimination: A reassessment . Science , 164 ( 3877 ) : 326 – 328 .
  • Schalk , G. , McFarland , D. J. , Hinterberger , T. , Birbaumer , N. and Wolpaw , J. R. 2004 . BCI2000: A general-purpose brain–computer interface (BCI) system . IEEE Transactions on Biomedical Engineering , 51 : 1034 – 1043 .
  • Sellers , E. W. and Donchin , E. 2006 . A P300-based brain–computer interface: Initial tests by ALS patients . Clinical Neurophysiology , 117 : 538 – 548 .
  • Sellers , E. W. , Krusienski , D. J. , McFarland , D. J. , Vaughan , T. M. and Wolpaw , J. R. 2006 . A P300 event-related potential brain–computer interface (BCI): The effects of matrix size and inter stimulus interval on performance . Biological Psychology , 73 : 242 – 252 .
  • Sellers , E. W. , Vaughan , T. M. and Wolpaw , J. R. in press . A brain–computer interface for long-term independent home use . Amyotrophic Lateral Sclerosis ,
  • Sellers , E. W. , Vaughan , T. M. and Wolpaw , J. R. 2010 . A brain-computer interface for long-term independent home use . Amyotrophic Lateral Sclerosis , 11 ( 5 ) : 449 – 455 .
  • Serby , H. , Yom-Tov , E. and Inbar , G.F. 2005 . An improved P300-based brain-computer interface . IEEE Trans Neural Syst Rehabil Eng. , 13 ( 1 ) : 89 – 98 .
  • Sharbrough , F. C. G. , Lesser , R. P. , Lüders , H. , Nuwer , M. and Picton , W. 1991 . AEEGS guidelines for standard electrode position nomenclature . Clinical Neurophysiology , 8 : 202 – 204 .
  • Townsend , G. T. , LaPallo , B. K. , Boulay , C. , Krusienski , D. J. , Frye , G. E. , Hauser , C. K. and Sellers , E. W. 2010 . A novel P300-based brain–computer interface stimulus presentation paradigm: moving beyond rows and columns . Clinical Neurophysiology , 121 : 1109 – 1120 . doi:10.1016/j.clinph.2010.01.030
  • Trnka , K. , McCaw , J. , Yarrington , D. , McCoy , K. F. and Pennington , C. 2009 . User interaction with word prediction: the effects of prediction quality . ACM Transactions on Accessible Computing , 1 ( 3 ) : 34
  • Vaughan , T. M. , McFarland , D. J. , Schalk , G. , Sarnacki , W. A. , Krusienski , D. J. , Sellers , E. W. and Wolpaw , J. R. 2006 . The Wadsworth BCI Research and Development Program: At home with BCI . IEEE Transactions on Neural Systems and Rehabilitation Engineering , 14 : 229 – 233 .
  • Venkatagiri , H. S. 1994 . Effect of window size on rate of communication in a lexical prediction AAC system. AAC . Augmentative and Alternative Communication , 10 : 8
  • Wickens , C. , Kramer , A. , Vanasse , L. and Donchin , E. 1983 . Performance of concurrent tasks: a psychophysiological analysis of the reciprocity of information-processing resources . Science , 221 ( 4615 ) : 1080 – 1082 .
  • Wolpaw , J. R. , Birbaumer , N. , McFarland , D. J. , Pfurtscheller , G. and Vaughan , T. M. 2002 . Brain-computer interfaces for communication and control . Clinical Neurophysiology , 113 ( 6 ) : 767 – 791 .

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