Invariance between subjects of brain wave representations of language.
In three experiments, electric brain waves of 19 subjects were recorded under several different experimental conditions for two purposes. One was to test how well we could recognize which sentence, from a set of 24 or 48 sentences, was being processed in the cortex. The other was to study the invariance of brain waves between subjects. As in our earlier work, the analysis consisted of averaging over trials to create prototypes and test samples, to both of which Fourier transforms were applied, followed by filtering and an inverse transformation to the time domain. A least-squares criterion of fit between prototypes and test samples was used for classification. In all three experiments, averaging over subjects improved the recognition rates. The most significant finding was the following. When brain waves were averaged separately for two nonoverlapping groups of subjects, one for prototypes and the other for test samples, we were able to recognize correctly 90% of the brain waves generated by 48 different sentences about European geography.
Suppes
P
P
Center for the Study of Language and Information, Stanford University, Stanford, CA 94305, USA. suppes@ockham.stanford.edu
Han
B
B
Epelboim
J
J
Lu
Z L
ZL
D001921:Brain / Q000502:physiology*; D004569:Electroencephalography; D006801:Humans; D007807:Language Tests