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Cortical feedback signals generalise across different spatial frequencies of feedforward inputs
- Source :
- NeuroImage. 180:280-290
- Publication Year :
- 2018
- Publisher :
- Elsevier BV, 2018.
-
Abstract
- Visual processing in cortex relies on feedback projections contextualising feedforward information flow. Primary visual cortex (V1) has small receptive fields and processes feedforward information at a fine-grained spatial scale, whereas higher visual areas have larger, spatially invariant receptive fields. Therefore, feedback could provide coarse information about the global scene structure or alternatively recover fine-grained structure by targeting small receptive fields in V1. We tested if feedback signals generalise across different spatial frequencies of feedforward inputs, or if they are tuned to the spatial scale of the visual scene. Using a partial occlusion paradigm, functional magnetic resonance imaging (fMRI) and multivoxel pattern analysis (MVPA) we investigated whether feedback to V1 contains coarse or fine-grained information by manipulating the spatial frequency of the scene surround outside an occluded image portion. We show that feedback transmits both coarse and fine-grained information as it carries information about both low (LSF) and high spatial frequencies (HSF). Further, feedback signals containing LSF information are similar to feedback signals containing HSF information, even without a large overlap in spatial frequency bands of the HSF and LSF scenes. Lastly, we found that feedback carries similar information about the spatial frequency band across different scenes. We conclude that cortical feedback signals contain information which generalises across different spatial frequencies of feedforward inputs.
- Subjects :
- Adult
Male
Adolescent
Computer science
Cognitive Neuroscience
050105 experimental psychology
Feedback
Visual processing
Young Adult
03 medical and health sciences
0302 clinical medicine
Image Processing, Computer-Assisted
medicine
Humans
Visual Pathways
0501 psychology and cognitive sciences
Computer vision
Invariant (mathematics)
Visual Cortex
Brain Mapping
medicine.diagnostic_test
business.industry
05 social sciences
Feed forward
Magnetic Resonance Imaging
Visual cortex
medicine.anatomical_structure
Neurology
Receptive field
Visual Perception
Female
Artificial intelligence
Spatial frequency
business
Functional magnetic resonance imaging
Photic Stimulation
030217 neurology & neurosurgery
Subjects
Details
- ISSN :
- 10538119
- Volume :
- 180
- Database :
- OpenAIRE
- Journal :
- NeuroImage
- Accession number :
- edsair.doi.dedup.....a1db60f4be58c13514f5110cc3883333
- Full Text :
- https://doi.org/10.1016/j.neuroimage.2017.09.047