http://www.sciencedirect.com/science/article/pii/S0896627315010715
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- Voxel decomposition infers canonical components of responses to natural sounds
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- Decomposition reveals speech and music selectivity in distinct non-primary regions
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- Music selectivity is diluted in raw voxel responses due to component overlap
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- Organization of primary regions reflects tuning for frequency, modulation, and pitch
Summary
The
organization of human auditory cortex remains unresolved, due in part
to the small stimulus sets common to fMRI studies and the overlap of
neural populations within voxels. To address these challenges, we
measured fMRI responses to 165 natural sounds and inferred canonical
response profiles (“components”) whose weighted combinations explained
voxel responses throughout auditory cortex. This analysis revealed six
components, each with interpretable response characteristics despite
being unconstrained by prior functional hypotheses. Four components
embodied selectivity for particular acoustic features (frequency,
spectrotemporal modulation, pitch). Two others exhibited pronounced
selectivity for music and speech, respectively, and were not explainable
by standard acoustic features. Anatomically, music and speech
selectivity concentrated in distinct regions of non-primary auditory
cortex. However, music selectivity was weak in raw voxel responses, and
its detection required a decomposition method. Voxel decomposition
identifies primary dimensions of response variation across natural
sounds, revealing distinct cortical pathways for music and speech.
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