Precise timing of synaptic inputs is a fundamental principle of neural circuit processing. The temporal precision of postsynaptic input integration is known to vary with the computational requirements of a circuit, yet how the timing of action potentials is tuned presynaptically to match these processing demands is not well understood. In particular, action potential timing is shaped by the axonal conduction velocity and the duration of synaptic transmission delays within a pathway. However, it is not known to what extent these factors are adapted to the functional constraints of the respective circuit. Here, we report the finding of activity-invariant synaptic transmission delays as a functional adaptation for input timing adjustment in a brainstem sound localization circuit. We compared axonal and synaptic properties of the same pathway between two species with dissimilar timing requirements (gerbil and mouse): In gerbils (like humans), neuronal processing of sound source location requires exceptionally high input precision in the range of microseconds, but not in mice. Activityinvariant synaptic transmission and conduction delays were present exclusively in fast conducting axons of gerbils that also exhibited unusual structural adaptations in axon myelination for increased conduction velocity. In contrast, synaptic transmission delays in mice varied depending on activity levels, and axonal myelination and conduction velocity exhibited no adaptations. Thus, the specializations in gerbils and their absence in mice suggest an optimization of axonal and synaptic properties to the specific demands of sound localization. These findings significantly advance our understanding of structural and functional adaptations for circuit processing. myelination | synaptic transmission delay | sound localization | circuit processing | input timing T emporal integration of bioelectrical signals via chemical synapses is fundamental to neuronal computations. During circuit processing, neuronal information transfer via action potentials is controlled by exact differences in the occurrence between excitatory and inhibitory inputs (1-5). The arrival time of inputs within circuits in turn is largely shaped by the conduction delay of action potentials along the axons and during synaptic transmission. During ongoing activity, the transmission delays of chemical synapses generally increase in the range of hundreds of microseconds due to short-term adaptations (6-9). However, because temporal integration on postsynaptic neurons usually operates on time scales in the range of milliseconds or even longer (10, 11), sluggishness arising from synaptic mechanisms and axonal conductance is negligible for most of these computations. There are, however, some essential neuronal processing tasks that challenge the temporal precision of our nervous system. For instance, weakly electric fish detect miniature changes in the frequency of a constant electrical field. The neuronal circuits in these animals use electrical instead of chemical synapses in t...