title: Brain wave recognition of words.
abstract: Electrical and magnetic brain waves of seven subjects under three experimental conditions were recorded for the purpose of recognizing which one of seven words was processed. 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. The filters used were optimal predictive filters, selected for each subject and condition. Recognition rates, based on a least-squares criterion, varied widely, but all but one of 24 were significantly different from chance. The two best were above 90%. These results show that brain waves carry substantial information about the word being processed under experimental conditions of conscious awareness.
authors.affiliation: Center for the Study of Language and Information, Stanford University, Stanford, CA 94305, USA. suppes@ockham.stanford.edu
authors.forename: P
authors.initials: P
authors.lastname: Suppes
authors.forename: Z L
authors.initials: ZL
authors.lastname: Lu
authors.forename: B
authors.initials: B
authors.lastname: Han
mesh_terms: D001921:Brain / Q000502:physiology*; D004569:Electroencephalography; D006801:Humans; D013067:Speech Perception / Q000502:physiology*