Pixels to Voxels: Modelling Visual Representations in the Human Brain Pulkit Agrawal, Dustin Stansbury, Jitendra Malik, Jack Gallant (Under Review, arXiv preprint available online) Thanks to Brian Cheung, Mark Lescroart and Alex Huth for the helpful discussions
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Pixels to Voxels: Modelling Visual Representations in the Human Brain
Pulkit Agrawal, Dustin Stansbury, Jitendra Malik, Jack Gallant
(Under Review, arXiv preprint available online)
Thanks to Brian Cheung, Mark Lescroart and Alex Huth for the helpful discussions
Goal
“ Obtain a functional mapping of the human visual cortex ”
or
“ What visual features does the brain code for? ”
Why solve this?
- We can’t fix it, unless we know what it does → Neural Prosthesis.
- Brain Reading.
- A scientific pursuit. “What are the underlying computational principles used by biological vision?”
- Understanding limitations of state of art computer vision systems.