Perception of ecologically relevant visual stimuli such as faces and bodies is achieved through two processing streams extending from early visual cortex (EVC) to lateral occipito-temporal cortex (LOTC) and ventral temporal cortex (VTC), respectively. However, if and how the underlying microstructure and white matter connections constrain the functional organization and support neural computations in these visual streams remains poorly understood. Leveraging advancements achieved in the prior funding period, we propose a unique multimodal approach, combining functional magnetic resonance imaging (fMRI), quantitative MRI (qMRI), diffusion MRI (dMRI), anatomical quantification, and innovative computational modeling to elucidate how structural factors constrain the functional organization of LOTC and VTC. The research has three main aims.
Aim 1 will test a quantitative model of functional-anatomical correspondence in high-level visual cortex. Using fMRI, analysis of micro- and macro-structure, the research will quantify the correspondence between macroanatomical landmarks, cytoarchitecture, and functional regions in LOTC and VTC.
Aim 2 will determine how white matter connections regulate the functional organization of high-level visual cortex. Using dMRI and fMRI this aim will test (i) if different white matter connections from EVC to downstream regions contribute to the segregation of functional regions within and across visual streams, and (ii) if the eccentricity of the origin of these white matter connections impacts the visual field coverage of downstream regions.
Aim 3 will develop and test a spatiotemporal population receptive field model of responses in visual cortex.
This aim will provide not only an innovative approach using fMRI and computational modeling to predict responses to a large range of stimuli that vary in size, position, timing, and duration, but will also provide a quantitative framework to test the impact of top-down attention on basic visual computations. Overall, the proposed research will significantly advance understanding of high-level vision by filling in longstanding gaps in knowledge. The research will (1) provide a parsimonious model of how the microstructure and connections scaffold the function and computations of both ventral and lateral streams, (2) break new ground in computational models of visual cortex, and (3) generate innovative multimodal in vivo methods to quantify microstructural properties of visual cortex. Together, the research has important implications for clinical conditions that are associated with malfunction of high-level vision including developmental prosopagnosia, autism, and dyslexia.
Our proposed research is in-line with the mission of the NEI to advance knowledge of the neural mechanisms of the visual system. We expect our proposed research to significantly advance the understanding the relation between structure, function and computation. The outcome of our research will improve the well-being of individuals in society as it will provide foundational knowledge that can lead to the identification of neurodiagnostic markers of tissue structure and function that can be measured non-invasively within individuals.
| Rosenke, Mona; Weiner, Kevin S; Barnett, Michael A et al. (2018) A cross-validated cytoarchitectonic atlas of the human ventral visual stream. Neuroimage 170:257-270 |
| Grotheer, Mareike; Jeska, Brianna; Grill-Spector, Kalanit (2018) A preference for mathematical processing outweighs the selectivity for Arabic numbers in the inferior temporal gyrus. Neuroimage 175:188-200 |
| Weiner, Kevin S; Barnett, Michael A; Witthoft, Nathan et al. (2018) Defining the most probable location of the parahippocampal place area using cortex-based alignment and cross-validation. Neuroimage 170:373-384 |
| Berman, Shai; West, Kathryn L; Does, Mark D et al. (2018) Evaluating g-ratio weighted changes in the corpus callosum as a function of age and sex. Neuroimage 182:304-313 |
| Weiner, Kevin S; Natu, Vaidehi S; Grill-Spector, Kalanit (2018) On object selectivity and the anatomy of the human fusiform gyrus. Neuroimage 173:604-609 |
| Grill-Spector, Kalanit; Weiner, Kevin S; Kay, Kendrick et al. (2017) The Functional Neuroanatomy of Human Face Perception. Annu Rev Vis Sci 3:167-196 |
| Gomez, Jesse; Barnett, Michael A; Natu, Vaidehi et al. (2017) Microstructural proliferation in human cortex is coupled with the development of face processing. Science 355:68-71 |
| Stigliani, Anthony; Jeska, Brianna; Grill-Spector, Kalanit (2017) Encoding model of temporal processing in human visual cortex. Proc Natl Acad Sci U S A 114:E11047-E11056 |
| Rosenke, Mona; Weiner, Kevin S; Barnett, Michael A et al. (2017) Data on a cytoarchitectonic brain atlas: effects of brain template and a comparison to a multimodal atlas. Data Brief 12:327-332 |
| Weiner, Kevin S; Barnett, Michael A; Lorenz, Simon et al. (2017) The Cytoarchitecture of Domain-specific Regions in Human High-level Visual Cortex. Cereb Cortex 27:146-161 |
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