Jones HG, Brown AD, Koka K, Thornton JL, Tollin DJ. Sound frequency-invariant neural coding of a frequency-dependent cue to sound source location. J Neurophysiol 114: 531-539, 2015. First published May 13, 2015; doi:10.1152/jn.00062.2015.-The centuryold duplex theory of sound localization posits that low-and highfrequency sounds are localized with two different acoustical cues, interaural time and level differences (ITDs and ILDs), respectively. While behavioral studies in humans and behavioral and neurophysiological studies in a variety of animal models have largely supported the duplex theory, behavioral sensitivity to ILD is curiously invariant across the audible spectrum. Here we demonstrate that auditory midbrain neurons in the chinchilla (Chinchilla lanigera) also encode ILDs in a frequency-invariant manner, efficiently representing the full range of acoustical ILDs experienced as a joint function of sound source frequency, azimuth, and distance. We further show, using Fisher information, that nominal "low-frequency" and "high-frequency" ILD-sensitive neural populations can discriminate ILD with similar acuity, yielding neural ILD discrimination thresholds for near-midline sources comparable to behavioral discrimination thresholds estimated for chinchillas. These findings thus suggest a revision to the duplex theory and reinforce ecological and efficiency principles that hold that neural systems have evolved to encode the spectrum of biologically relevant sensory signals to which they are naturally exposed. sound localization; interaural level difference; inferior colliculus; low-frequency neurons THE CAPACITY FOR SOUND LOCALIZATION is phylogenetically ubiquitous and basic to communication and environmental awareness in many species including humans. The century-old duplex theory of sound localization holds that low-frequency signals are localized on the basis of submillisecond interaural time differences (ITDs) whereas high-frequency signals are localized on the basis of interaural level differences (ILDs) attributable primarily to acoustic "shadowing" of the ear farther from the sound source by the head (Strutt 1907). While the magnitude of ITD cues depends almost exclusively on source azimuth and only slightly on frequency (e.g., Kuhn 1977;Kuwada et al. 2010), ILD cues (measured in the acoustic free field) are heavily frequency dependent (e.g., Feddersen et al. 1957;Koka et al. 2011). At low frequencies, for which ITD cues are most useful (Ͻ1-2 kHz, depending on species), ILDs (as measured in anechoic space) are generally small. ILDs gradually increase with frequency up to ϳ3-4 kHz (again depending on species), beyond which ILD magnitudes increase rapidly and are dramatically affected by source azimuth. Two parallel and anatomically separate neural pathways have evolved in the mammalian brain stem to encode ITD and ILD cues, with the neurons that comprise the associated nuclei (the medial and lateral superior olive, respectively) exhibiting lowand high-frequency biases consistent with the duplex theory...