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Statistical connectivity postulates that the spatial statistics of the retinal ganglion cells together with a simple feed-forward connectivity scheme between the thalamus and the cortex seeds the structure of the early receptive fields and maps in primary visual cortex.
The presented theory provides a theoretically well-founded computational model for early receptive fields.
We propose that these theoretical results contribute to an increased understanding of the role of early receptive fields in vision.
The theory may also imply higher robustness of early receptive fields in computational models and require less variability in the training data.
This theory may therefore be more generally used for reducing or bypassing the need for explicit learning the spatial, spatio-chromatic, and spatio-temporal response properties of early receptive fields in computational models of visual perception.
This theory can also be used for raising questions about which animals have early receptive fields with properties compatible with general purpose visual operations according to the notion of an idealized visual front end.
Similar(53)
Furthermore, this indicates that the earliest receptive fields in higher mammal vision have reached a state that is very close to ideal in view of the stated structural requirements or symmetry properties.
Early on they were receptive to making adjustments to the production, and to making accommodations in the lobby by designating areas that could be quiet areas.
Mr Gove, who has praised Lord Laming as "inspirational", demonstrated in the last government that he is very receptive to early intervention.
"The circumstances of my early years made me receptive to any student who came to me and who was exploring not only the self but the society as a whole, the natural world as well as the human world," he said.
Early Childhood Educators are receptive listeners and offer encouragement and support by responding appropriately to the concerns and needs of children and families.
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