title: Spatial Tuning Shifts Increase the Discriminability and Fidelity of Population Codes in Visual Cortex.
abstract: Selective visual attention enables organisms to enhance the representation of behaviorally relevant stimuli by altering the encoding properties of single receptive fields (RFs). Yet we know little about how the attentional modulations of single RFs contribute to the encoding of an entire visual scene. Addressing this issue requires (1) measuring a group of RFs that tile a continuous portion of visual space, (2) constructing a population-level measurement of spatial representations based on these RFs, and (3) linking how different types of RF attentional modulations change the population-level representation. To accomplish these aims, we used fMRI to characterize the responses of thousands of voxels in retinotopically organized human cortex. First, we found that the response modulations of voxel RFs (vRFs) depend on the spatial relationship between the RF center and the visual location of the attended target. Second, we used two analyses to assess the spatial encoding quality of a population of voxels. We found that attention increased fine spatial discriminability and representational fidelity near the attended target. Third, we linked these findings by manipulating the observed vRF attentional modulations and recomputing our measures of the fidelity of population codes. Surprisingly, we discovered that attentional enhancements of population-level representations largely depend on position shifts of vRFs, rather than changes in size or gain. Our data suggest that position shifts of single RFs are a principal mechanism by which attention enhances population-level representations in visual cortex.SIGNIFICANCE STATEMENTAlthough changes in the gain and size of RFs have dominated our view of how attention modulates visual information codes, such hypotheses have largely relied on the extrapolation of single-cell responses to population responses. Here we use fMRI to relate changes in single voxel receptive fields (vRFs) to changes in population-level representations. We find that vRF position shifts contribute more to population-level enhancements of visual information than changes in vRF size or gain. This finding suggests that position shifts are a principal mechanism by which spatial attention enhances population codes for relevant visual information. This poses challenges for labeled line theories of information processing, suggesting that downstream regions likely rely on distributed inputs rather than single neuron-to-neuron mappings.
authors.affiliation: Neurosciences Graduate Program, University of California, San Diego, La Jolla, California 92093, vyaivo@ucsd.edu jserences@ucsd.edu.
authors.forename: Vy A
authors.identifier: 0000-0001-9601-1297
authors.initials: VA
authors.lastname: Vo
authors.affiliation: Neurosciences Graduate Program, University of California, San Diego, La Jolla, California 92093.|Department of Psychology and Center for Neural Science, New York University, New York, New York 10003.
authors.forename: Thomas C
authors.identifier: 0000-0001-9530-2463
authors.initials: TC
authors.lastname: Sprague
authors.affiliation: Neurosciences Graduate Program, University of California, San Diego, La Jolla, California 92093, vyaivo@ucsd.edu jserences@ucsd.edu.|Department of Psychology, University of California, San Diego, La Jolla, California 92093, and.|Kavli Institute for Brain and Mind, University of California, San Diego, La Jolla, California 92093.
authors.forename: John T
authors.identifier: 0000-0002-8551-5147
authors.initials: JT
authors.lastname: Serences
mesh_terms: D001288:Attention / Q000502:physiology*; D005260:Female; D006801:Humans; D008297:Male; D009415:Nerve Net / Q000502:physiology; D013028:Space Perception / Q000502:physiology*; D013647:Task Performance and Analysis; D014793:Visual Cortex / Q000502:physiology*; D014794:Visual Fields / Q000502:physiology*; D014796:Visual Perception / Q000502:physiology*; D055815:Young Adult
keywords: attention; encoding models; labeled lines; population codes; receptive fields; vision