Dawn Finzi
Dawn Finzi
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convolutional neural networks
A single computational objective drives specialization of streams in visual cortex
Human visual cortex is organized into dorsal, lateral, and ventral streams. A long-standing hypothesis is that the functional …
Dawn Finzi
,
Eshed Margalit
,
Kendrick Kay
,
Daniel L. K. Yamins
,
Kalanit Grill-Spector
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A Unifying Principle for the Functional Organization of Visual Cortex
A key feature of many cortical systems is functional organization- the arrangement of neurons with specific functional properties in …
Eshed Margalit
,
Hyodong Lee
,
Dawn Finzi
,
James J. DiCarlo
,
Kalanit Grill-Spector
,
Daniel L. K. Yamins
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Code
Topographic DCNNs trained on a single self-supervised task capture the functional organization of cortex into visual processing streams
A model trained with a spatial constraint, on a single self-supervised task, can recapitulate the functional organization of visual cortex into multiple processing streams.
Dawn Finzi
,
Eshed Margalit
,
Daniel L. K. Yamins
,
Kendrick Kay
,
Kalanit Grill-Spector
Cite
Source Document
Do deep convolutional neural networks accurately model representations beyond the ventral stream?
While primate visual cortex has typically been divided into two processing streams, recent research suggests that there may be at least …
Dawn Finzi
,
Daniel L. K. Yamins
,
Kendrick Kay
,
Kalanit Grill-Spector
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