Wm. Yamada et Er. Lewis, Predicting the temporal responses of non-phase-locking bullfrog auditory units to complex acoustic waveforms, HEARING RES, 130(1-2), 1999, pp. 155-170
Axons from the basilar papilla of the American bullfrog (Raana catesbeiana)
do not phase lock to stimuli within an octave of their best frequencies. N
evertheless, they show consistent temporal patterns of instantaneous spike
rate las reflected in peristimulus lime histograms) in response to repeated
stimuli in that frequency range. We show that the second-order Wiener kern
els for these axons, derived from the cross-correlation of continuous (non-
repeating), broad-band noise stimulus with the spike train produced in resp
onse to that stimulus, can predict with considerable precision the temporal
pattern of instantaneous spike rate in response to a novel, complex acoust
ic waveform (a repeated, 100-ms segment of noise, band-limited to cover the
single octaves above and below best frequency). Furthermore, we show that
most of this predictive power is retained when the second-order Wiener kern
el is reduced to the highest-ranking pair of singular vectors derived from
singular-value decomposition, that the retained pair of vectors corresponds
to a single auditory filter followed by an envelope-detection process, and
that the auditory Filler itself predicts the characteristic frequency (CF)
of the axon and the shape of the frequency-threshold tuning curve in the v
icinity of CF. (C) 1999 Elsevier Science B.V. All rights reserved.