Representation of temporal features of complex sounds by the discharge patterns of neurons in the owl's inferior colliculus

Citation
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
Citations number
62
Categorie Soggetti
Neurosciences & Behavoir
Journal title
JOURNAL OF NEUROPHYSIOLOGY
ISSN journal
00223077 → ACNP
Volume
84
Issue
5
Year of publication
2000
Pages
2638 - 2650
Database
ISI
SICI code
0022-3077(200011)84:5<2638:ROTFOC>2.0.ZU;2-D
Abstract
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.