T. Gronfors, PEAK IDENTIFICATION OF AUDITORY BRAIN-STEM RESPONSES WITH MULTIFILTERS AND ATTRIBUTED AUTOMATON, Computer methods and programs in biomedicine, 40(2), 1993, pp. 83-87
An attributed automaton, a special case of attribute grammar, is a fle
xible tool in pattern recognition. It allows the utilization of contex
tual information from previously analyzed patterns in the analysis of
the current pattern, and offers the possibility of describing those st
ructural characteristics of patterns which cannot be described by clas
sic methods of syntactic pattern recognition. Auditory brainstem respo
nses are routinely used in audiology and otoneurology. Many studies on
using the spectral analysis of averaged auditory brainstem responses
have described at least two frequency bands, corresponding to the slow
and fast components. Selective non-recursive digital filters for each
frequency band in the spectrum of the auditory brainstem response hav
e revealed enhancement or attenuation of components, depending on the
band. In this study, multifilters and an attributed automaton were com
bined for the identification of peaks.