| Literature DB >> 30118870 |
Ma Feilong1, Samuel A Nastase2, J Swaroop Guntupalli3, James V Haxby4.
Abstract
Fine-grained functional organization of cortex is not well-conserved across individuals. As a result, individual differences in cortical functional architecture are confounded by topographic idiosyncrasies-i.e., differences in functional-anatomical correspondence. In this study, we used hyperalignment to align information encoded in topographically variable patterns to study individual differences in fine-grained cortical functional architecture in a common representational space. We characterized the structure of individual differences using three common functional indices, and assessed the reliability of this structure across independent samples of data in a natural vision paradigm. Hyperalignment markedly improved the reliability of individual differences across all three indices by resolving topographic idiosyncrasies and accommodating information encoded in spatially fine-grained response patterns. Our results demonstrate that substantial individual differences in cortical functional architecture exist at fine spatial scales, but are inaccessible with anatomical normalization alone.Keywords: Functional alignment; Hyperalignment; Individual differences; Natural vision; Reliability; fMRI
Mesh:
Year: 2018 PMID: 30118870 DOI: 10.1016/j.neuroimage.2018.08.029
Source DB: PubMed Journal: Neuroimage ISSN: 1053-8119 Impact factor: 6.556