Literature DB >> 22180513

Novel protocols for P300-based brain-computer interfaces.

Mathew Salvaris1, Caterina Cinel, Luca Citi, Riccardo Poli.   

Abstract

The oddball protocol is often used in brain-computer interfaces (BCIs) to induce P300 ERPs, although, recently, some issues have been shown to detrimentally effect its performance. In this paper, we study a new periodic protocol and explore whether it can compete with the standard oddball protocol within the context of a BCI mouse. We found that the new protocol consistently and significantly outperforms the standard oddball protocol in relation to information transfer rates (33 bits/min for the former and 22 bits/min for the latter, measured at 90% accuracy) as well as P300 amplitudes. Furthermore, we performed a comparison of two periodic protocols with two less conventional oddball-like protocols that reveals the importance of the interactions between task and sequence in determining the success of a protocol.

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Year:  2011        PMID: 22180513     DOI: 10.1109/TNSRE.2011.2174463

Source DB:  PubMed          Journal:  IEEE Trans Neural Syst Rehabil Eng        ISSN: 1534-4320            Impact factor:   3.802


  4 in total

1.  Plug&Play Brain-Computer Interfaces for effective Active and Assisted Living control.

Authors:  Niccolò Mora; Ilaria De Munari; Paolo Ciampolini; José Del R Millán
Journal:  Med Biol Eng Comput       Date:  2016-11-17       Impact factor: 2.602

Review 2.  How to evaluate an agent's behavior to infrequent events?-Reliable performance estimation insensitive to class distribution.

Authors:  Sirko Straube; Mario M Krell
Journal:  Front Comput Neurosci       Date:  2014-04-10       Impact factor: 2.380

3.  Overlapped partitioning for ensemble classifiers of P300-based brain-computer interfaces.

Authors:  Akinari Onishi; Kiyohisa Natsume
Journal:  PLoS One       Date:  2014-04-02       Impact factor: 3.240

4.  Collaborative brain-computer interface for aiding decision-making.

Authors:  Riccardo Poli; Davide Valeriani; Caterina Cinel
Journal:  PLoS One       Date:  2014-07-29       Impact factor: 3.240

  4 in total

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