Performance-optimized hierarchical models predict neural responses in higher visual cortex

DLK Yamins, H Hong, CF Cadieu… - Proceedings of the …, 2014 - National Acad Sciences
The ventral visual stream underlies key human visual object recognition abilities. However,
neural encoding in the higher areas of the ventral stream remains poorly understood. Here …

Performance-optimized hierarchical models predict neural responses in higher visual cortex

DLK Yamins, H Hong, CF Cadieu… - Proceedings of the …, 2014 - ui.adsabs.harvard.edu
Humans and monkeys easily recognize objects in scenes. This ability is known to be
supported by a network of hierarchically interconnected brain areas. However …

[HTML][HTML] Performance-optimized hierarchical models predict neural responses in higher visual cortex

DLK Yamins, H Hong, CF Cadieu… - Proceedings of the …, 2014 - ncbi.nlm.nih.gov
Neural Predictivity. We first measured IT neural responses on a benchmark testing image set
that exposes key performance characteristics of visual representations (24). This image set …

[PDF][PDF] Performance-optimized hierarchical models predict neural responses in higher visual cortex

DLK Yaminsa, H Honga, CF Cadieua… - …, 2014 - ctn.zuckermaninstitute.columbia.edu
Neural Predictivity. We first measured IT neural responses on a benchmark testing image set
that exposes key performance characteristics of visual representations (24). This image set …

Performance-optimized hierarchical models predict neural responses in higher visual cortex

DLK Yamins, H Hong, CF Cadieu… - Proceedings of the …, 2014 - pubmed.ncbi.nlm.nih.gov
The ventral visual stream underlies key human visual object recognition abilities. However,
neural encoding in the higher areas of the ventral stream remains poorly understood. Here …

[PDF][PDF] Performance-optimized hierarchical models predict neural responses in higher visual cortex

DLK Yaminsa, H Honga, CF Cadieua, EA Solomona… - PNAS, 2014 - mcgovern.mit.edu
Neural Predictivity. We first measured IT neural responses on a benchmark testing image set
that exposes key performance characteristics of visual representations (24). This image set …

Performance-optimized hierarchical models predict neural responses in higher visual cortex.

DLK Yamins, H Hong, CF Cadieu… - PNAS Proceedings of …, 2014 - psycnet.apa.org
The ventral visual stream underlies key human visual object recognition abilities. However,
neural encoding in the higher areas of the ventral stream remains poorly understood. Here …

[PDF][PDF] Performance-optimized hierarchical models predict neural responses in higher visual cortex

DLK Yaminsa, H Honga, CF Cadieua, EA Solomona… - PNAS, 2014 - academia.edu
Neural Predictivity. We first measured IT neural responses on a benchmark testing image set
that exposes key performance characteristics of visual representations (24). This image set …

Performance-optimized hierarchical models predict neural responses in higher visual cortex.

DL Yamins, H Hong, CF Cadieu… - Proceedings of the …, 2014 - europepmc.org
A comment on this article appears in" How AI and neuroscience drive each other forwards."
Nature. 2019 Jul; 571 (7766): S15-S17. A comment on this article appears in" Function …

[PDF][PDF] Performance-optimized hierarchical models predict neural responses in higher visual cortex

DLK Yaminsa, H Honga, CF Cadieua, EA Solomona… - klab.tch.harvard.edu
Neural Predictivity. We first measured IT neural responses on a benchmark testing image set
that exposes key performance characteristics of visual representations (24). This image set …