15Associative memory formation and recall in the adult fruit fly Drosophila melanogaster is 16 subserved by the mushroom body (MB). Upon arrival in the MB, sensory information undergoes 17 a profound transformation. Olfactory projection neurons (PNs), the main MB input, exhibit 18 broadly tuned, sustained, and stereotyped responses to odorants; in contrast, their postsynaptic 19 targets in the MB, the Kenyon cells (KCs), are nonstereotyped, narrowly tuned, and only briefly 20 responsive to odorants. Theory and experiment have suggested that this transformation is 21 implemented by random connectivity between KCs and PNs. However, this hypothesis has been 22 challenging to test, given the difficulty of mapping synaptic connections between large numbers 23 of neurons to achieve a unified view of neuronal network structure. Here we used a recent 24 whole-brain electron microscopy (EM) volume of the adult fruit fly to map large numbers of PN-25 to-KC connections at synaptic resolution. Comparison of the observed connectome to precisely 26 defined null models revealed unexpected network structure, in which a subset of food-responsive 27 PN types converge on individual downstream KCs more frequently than expected. The 28 connectivity bias is consistent with the neurogeometry: axons of the overconvergent PNs tend to 29 arborize near one another in the MB main calyx, making local KC dendrites more likely to 30 receive input from those types. Computational modeling of the observed PN-to-KC network 31showed that input from the overconvergent PN types is better discriminated than input from 32 other types. These results suggest an 'associative fovea' for olfaction, in that the MB is wired to 33 better discriminate more frequently occurring and ethologically relevant combinations of food-34 related odors. 35 36 45 (DasGupta et al., 2014; Dickinson and Muijres, 2016; Ofstad et al., 2011; Owald and Waddell, 46 2015); and the stereotyped morphology and physiology of its cell types allow ready integration 47 of information across individuals (Costa et al., 2016; Nern et al., 2015). Each cell type normally 48