Ch. Keller et Tt. Takahashi, Representation of temporal features of complex sounds by the discharge patterns of neurons in the owl's inferior colliculus, J NEUROPHYS, 84(5), 2000, pp. 2638-2650
The spiking pattern evoked in cells of the owl's inferior colliculus by rep
eated presentation of the same broadband noise was found to be highly repro
ducible and synchronized with the temporal features of the noise stimulus.
The pattern remained largely unchanged when the stimulus was presented from
spatial loci that evoke similar average firing rates. To better understand
this patterning, we computed the pre-event stimulus ensemble (PESE)-the av
erage of the stimuli that preceded each spike. Computing the PESE by averag
ing the pressure waveforms produced a noisy, featureless trace, suggesting
that the patterning was not synchronized to a particular waveform in the fi
ne structure. By contrast, computing the PESE by averaging the stimulus env
elope revealed an average envelope wave-form, the "PESE envelope," typicall
y having a peak preceded by a trough. Increasing the overall stimulus level
produced PESE envelopes with higher amplitudes, suggesting a decrease in t
he jitter of the cell's response. The effect of carrier frequency on the PE
SE envelope was investigated by obtaining a cell's response to broadband no
ise and either estimating the PESE envelope for each spectral band or by co
mputing a spectrogram of the stimulus prior to each spike. Either method yi
elded the cell's PESE spectrogram, a plot of the average amplitude of each
carrier-frequency component at various pre-spike times. PESE spectrograms r
evealed surfaces with peaks and troughs at certain frequencies and pre-spik
e times. These features are collectively called the spectrotemporal recepti
ve field (STRF). The shape of the STRF showed that in many cases, the carri
er frequency can affect the PESE envelope. The modulation transfer function
(MTF), which describes a cell's ability to respond to time-varying amplitu
des, was estimated with sinusoidally amplitude-modulated (SAM) noises. Comp
arison of the PESE envelope with the MTF in the time and frequency domains
showed that the two were closely matched, suggesting that a cell's response
to SAM stimuli is largely predictable from its response to a noise-modulat
ed carrier. The STRF is considered to be a model of the linear component of
a system's response to dynamic stimuli. Using the STRF, we estimated the d
egree to which we could predict a cell's response to an arbitrary broadband
noise by comparing the convolution of the STRF and the envelope of the noi
se with the cell's post-stimulus time histogram to the same noise. The STRF
explained 18-46% of the variance of a cell's response to broadband noise.