High Dimensional Geometry of Brain Representations

  • A
  • Thread starter madness
  • Start date
  • #1
madness
815
70
Very cool paper just out relating fractal geometry to the representation of natural images in visual cortex. The main argument is that brain's representations are as high dimensional as they could possibly be without becoming fractal.

https://www.nature.com/articles/s41586-019-1346-5
I'm curious what the geometers here make of the mathematical results in the supplementary (https://static-content.springer.com/esm/art:10.1038/s41586-019-1346-5/MediaObjects/41586_2019_1346_MOESM1_ESM.pdf). There's a set of theorems relating upper Minkowski dimension to eigenspectrum decay of a manifold (perhaps most interestingly Theorems 3-5). Does this constitute an interesting mathematical development in its own right?
 
Last edited:

Answers and Replies

Suggested for: High Dimensional Geometry of Brain Representations

Replies
4
Views
1K
  • Last Post
Replies
9
Views
1K
  • Last Post
Replies
16
Views
1K
  • Last Post
Replies
6
Views
1K
  • Last Post
Replies
0
Views
214
Replies
13
Views
2K
Replies
19
Views
2K
Replies
1
Views
654
  • Last Post
Replies
8
Views
589
  • Last Post
Replies
5
Views
798
Top