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Dean J. Krusienski
Researcher at Virginia Commonwealth University
Publications - 119
Citations - 8222
Dean J. Krusienski is an academic researcher from Virginia Commonwealth University. The author has contributed to research in topics: Adaptive filter & Brain–computer interface. The author has an hindex of 30, co-authored 110 publications receiving 7118 citations. Previous affiliations of Dean J. Krusienski include Old Dominion University & State University of New York System.
Papers
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Journal ArticleDOI
The BCI competition III: validating alternative approaches to actual BCI problems
Benjamin Blankertz,Klaus-Robert Müller,Dean J. Krusienski,Gerwin Schalk,Jonathan R. Wolpaw,Alois Schlögl,Gert Pfurtscheller,Jd.R. Millan,Michael Schröder,Niels Birbaumer +9 more
TL;DR: The third BCI Competition to address several of the most difficult and important analysis problems in BCI research is organized and the paper describes the data sets that were provided to the competitors and gives an overview of the results.
Journal ArticleDOI
A comparison of classification techniques for the P300 Speller
Dean J. Krusienski,Eric W. Sellers,François Cabestaing,Sabri Bayoudh,Dennis J. McFarland,Theresa M. Vaughan,Jonathan R. Wolpaw +6 more
TL;DR: The results indicate that while all methods attained acceptable performance levels, SWLDA and FLD provide the best overall performance and implementation characteristics for practical classification of P300 Speller data.
Journal ArticleDOI
Toward enhanced P300 speller performance
Dean J. Krusienski,Eric W. Sellers,Dennis J. McFarland,Theresa M. Vaughan,Jonathan R. Wolpaw +4 more
TL;DR: By supplementing the classical P300 recording locations with posterior locations, online classification performance of P300 speller responses can be significantly improved using SWLDA and the favorable parameters derived from the offline comparative analysis.
Journal ArticleDOI
A P300-based brain–computer interface for people with amyotrophic lateral sclerosis
Femke Nijboer,Eric W. Sellers,Jürgen Mellinger,M. Jordan,Tamara Matuz,Adrian Furdea,Sebastian Halder,Ursula Mochty,Dean J. Krusienski,Theresa M. Vaughan,Jonathan R. Wolpaw,Niels Birbaumer,Niels Birbaumer,Andrea Kübler +13 more
TL;DR: In this paper, the authors evaluated the efficacy of a P300-based brain-computer interface (BCI) communication device for individuals with advanced ALS and found that participants could communicate with the P300based BCI and performance was stable over many months.
Journal ArticleDOI
A novel P300-based brain-computer interface stimulus presentation paradigm: moving beyond rows and columns
George Townsend,Brandon K. LaPallo,Chadwick B. Boulay,Dean J. Krusienski,G. E. Frye,Christopher K Hauser,N.E. Schwartz,Theresa M. Vaughan,Jonathan R. Wolpaw,Eric W. Sellers,Eric W. Sellers +10 more
TL;DR: The CBP has the potential to provide a substantially more effective BCI than the RCP, especially important for people with severe neuromuscular disabilities.