Hi all. I’ve been wondering about V1, and how it can be so large in humans (size of a passport is the quoted factoid). Obviously a cat (for example) has a much smaller V1, but with similar or better visual processing (depth perception, visual acuity, target recognition, low-light vision all seem better in most carnivores than in humans). The standard interpretation is that V1 does low-level processing, and then hands off to V2 and V4 which are higher-level and increasingly stable, and finally to IT where invariant representations are stored. But if that’s true I don’t see why humans need such a massive V1 when a cat’s tiny V1 seems to do the same job so well. What is V1 is doing in humans that needs all that extra processing and storage capacity ? The only explanation I can come up with is that our large V1 is storing a huge bank of images that a cat lacks - but that clashes with the idea that the invariant representations exist in IT. Either way I’m a bit stymied. Does anyone have any thoughts ?
Related Topics
Topic | Replies | Views | Activity | |
---|---|---|---|---|
Are V1 transforms pre-wired or learned? | 14 | 2032 | April 19, 2018 | |
Object representation in the visual cortex | 8 | 1367 | November 11, 2019 | |
1000 Brains Theory Q&A | 13 | 2433 | December 1, 2018 | |
Project : Full-layer V1 using HTM insights | 117 | 8626 | August 20, 2019 | |
Toward An Unsupervised, Incremental, Streaming and One-Shot Visual Class-Based Learning and Recognition System with Hierarchical Temporal Memory Theory | 14 | 1402 | July 18, 2018 |