Psychometric and subcortical neurometric measures of temporal discrimination in rhesus macaques

Abstract

Temporal envelope fluctuations are abundant in nature and are critical for perception of complex sounds. While psychophysical sinusoidal amplitude modulation (SAM) processing studies have characterized the perception of SAM, and neurophysiological studies report a subcortical transformation from temporal to rate-based code, no studies have characterized this transformation in unanesthetized animals or in nonhuman primates. To address this, we recorded single-unit responses and compared derived neurometric measures in the cochlear nucleus (CN) and inferior colliculus (IC) to psychometric measures of modulation frequency (MF) discrimination in macaques. IC and CN neurons often exhibited tuned responses to SAM in their rate and spike-timing. Neurometric thresholds spanned a large range (2-200 Hz {Delta} MF). The lowest 40% of IC thresholds were less than or equal to psychometric thresholds, regardless of which code was used, while CN thresholds were greater than psychometric thresholds. Discrimination at 10-20 Hz could be explained by indiscriminately pooling 30 units in either structure, while discrimination at higher MFs was best explained by more selective pooling. This suggests that pooled brainstem activity was sufficient for AM discrimination. Psychometric and neurometric thresholds decreased as a function of stimulus duration, but IC and CN thresholds were greater and more variable than behavior at durations less than 500 ms. This slower subcortical temporal integration compared to behavior was consistent with a drift diffusion model which reproduced individual differences in performance and can constrain future neurophysiological studies of temporal integration. These measures provide an account of AM perception at the neurophysiological, computational, and behavioral levels. Significance statementListening in everyday environments tasks the brain with extracting information from sound envelopes. This process involves both sensory encoding and decision-making. Different neural codes for envelope representation have been well characterized in the auditory midbrain and cortex, but studies of the brainstem have usually been conducted in anesthetized rodents or cats. Moreover, these candidate neural codes have been studied in isolation from the decision-making process. In this study, we found that population activity in the primate subcortical auditory system contains sufficient information for discriminating sound envelope and applied a biologically plausible model of decision-making to sound envelope discrimination performance from rhesus macaques, a species with great phylogenetic and perceptual similarity to humans.