Inferring the basis of binaural detection with a modified autoencoder

HIGHLIGHTS

SUMMARY

    Midbrain and cortical recordings in non-human species lend support to a cross-correlation mechanism comparing auditory signals across the ears (Palmer and Shackleton, 2002; Lane and Delgutte, 2005; Gilbert et_al, 2015). In contrast, human behavior appears to be equally well, if not better, described by a noise-cancelation scheme (Durlach, 1963; Breebaart et_al, 2001a; Culling, 2007). Discrepancies between frameworks have not been resolved with human imaging data (Sasaki et_al, 2005; Wack et_al, 2012, 2014; Fowler, 2017), for which resolution and response variability are key limitations. To date, the inner workings of neural_networks configured . . .

     

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