Harvard Society of Fellows Harvard University
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(0) (0 Votes)Views: (1054) Date: (08-04-09) Pages: () -
Author: by Tuomas Lukka Mount Auburn St Bernd Schoner Alec Marantz
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Abstract: We consider Magnetoencephalograp hic (MEG) data in a signal detection framework. Our data set consists of responses evoked by the voiced syllables /b? / and /d? / and the corresponding voiceless syllables /p?/ and /t?/. The data yield well to principal component analysis (PCA), with a reasonable subspace in the order of three components out of 37 channels. To discriminate between responses to the voiced and voiceless versions of a consonant we form a feature vector by either matched ?ltering or wavelet packet decomposition and use a mixture-of-experts model to classify the stimuli. Both choices of a feature vector lead to a signi?cant detection accuracy. Furthermore, we show how to estimate the onset time of a stimulus from a continuous data stream. 1
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