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Connectome-adjacent neuroscientist here. Definitely not a dead end! But also definitely not the whole picture. One of the main open questions in neuroscience right now is how network structure, dynamics, and function are related in the brain. Connectomes provide tremendous insight into structure, but as mentioned this does not generically solve either the dynamics or function problem. For example, for many of these n…
Thanks for your insight! How repeatable are these structures between individual animals? Are they very similar or is it more like “here’s a feed forward kinda bit, here’s a toroidal bit, and over here it’s just a mess”?
in the meantime, here's a simple tool paper we wrote explaining how you can treat this like a cool graph database challenge [1] and a preprint showing how you could approach that question when your number of samples per animal is close to N=1 [2]. basically..... it's hard! but also.... it's cool!
[1]: https://www.nature.com/articles/s41598-021-91025-5 [2]: https://www.biorxiv.org/content/10.1101/2023.10.16.562590v1....