%Aigaion2 BibTeX export from Idiap Publications
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@TECHREPORT{chavarriaga:rr07-37,
         author = {Chavarriaga, Ricardo and Ferrez, Pierre W. and Mill{\'{a}}n, Jos{\'{e}} del R.},
       projects = {Idiap},
          title = {To Err Is Human: Learning from Error Potentials in Brain-Computer Interfaces},
           type = {Idiap-RR},
         number = {Idiap-RR-37-2007},
           year = {2007},
    institution = {IDIAP},
       abstract = {Several studies describe evoked EEG potentials elicited when a subject is aware of an erroneous decision either taken by him or by an external interface. This paper studies {\em Error-related potentials} (ErrP) elicited when a human user monitors an external system upon which he has no control whatsoever. In addition, the possibility of using the ErrPs as a learning signals to infer the user's intended strategy is also addressed. Experimental results show that single-trial recognition of correct and error trials can be achieved, allowing the fast learning of the user's strategy. These results may constitute the basis of a new kind of human-computer interaction where the former provides monitoring signals that can be used to modify the performance of the latter.This work has been supported by the Swiss National Science Foundation NCCR-IM2 and by the EC-contract number BACS FP6-IST-027140. This paper only reflects the authors' views and funding agencies are not liable for any use that may be made of the information contained herein.},
            pdf = {https://publications.idiap.ch/attachments/reports/2007/chavarriaga-idiap-rr-07-37.pdf},
     postscript = {ftp://ftp.idiap.ch/pub/reports/2007/chavarriaga-idiap-rr-07-37.ps.gz},
ipdmembership={learning},
}