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Alex Efremov

@audiodrome

Thinking about thinking and PhD studies @ McGill/Mila with @apeyrache.bsky.social and @tyrellturing.bsky.social

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23.09.2023
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Latest posts by Alex Efremov @audiodrome

Fully blind study

06.03.2026 14:15 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

After several years of work, my lab is starting to put out our first papers on learning in a unicellular organism (Stentor coeruleus).

Here we show evidence for a form of associative learning in Stentor:
www.biorxiv.org/content/10.6...

26.02.2026 11:39 πŸ‘ 176 πŸ” 57 πŸ’¬ 5 πŸ“Œ 7

What are these services? Networking?

24.02.2026 16:13 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Maybe "drawing parallels" was not the best wording, I didn't mean it as in "equate". I rather mean that we want to find what constraints are shared between nervous systems of different species, as well as what are the differences allowed within these constraints.

18.02.2026 19:24 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

"Nothing in biology makes sense except in the light of evolution".
I come to think that we'd be very lucky if we manage to draw clear parallels between, let's say, the human brain and the mouse brain, without trying to follow their evolutionary history back to origins.

18.02.2026 15:10 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

I don’t think AI’s success in coding will automatically translate to other fields. That level of performance only works where the output is as easily verifiable as code; and not many domains fit that bill. 2/2

11.02.2026 16:16 πŸ‘ 5 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
Video thumbnail

New paper alert! 🚨

We found that the brain's compass is remarkably stable at two scales

1️⃣ the system maintains its internal organization for weeks
2️⃣ It "remembers" its orientation for weeks, even after a single visit

This may be key to how the brain aligns its other maps.

Paper: rdcu.be/e3waP

11.02.2026 17:52 πŸ‘ 199 πŸ” 69 πŸ’¬ 5 πŸ“Œ 7

To rule out the relationship between cytoarchitecture and function, one needs to be sure they are trying to map correct functions. What makes people confident about it?

23.01.2026 15:48 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

For one, they can help in shaping out what "brain-like" is

19.01.2026 18:29 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

You can still find some link between some processes that nobody linked before. It probably won't be as fundamental as GR but being fundamental β‰  being important.

18.01.2026 15:13 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

On a deeper level: the purpose of arealization is (or should be) be to help understand function; so function has no place on the list of area criteria.

If the other criteria disagree with function, that just makes them a poor guide to arealization.

23.12.2025 13:02 πŸ‘ 8 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0

More efficient than what?

08.12.2025 15:49 πŸ‘ 0 πŸ” 0 πŸ’¬ 2 πŸ“Œ 0

The other side of the coin is that if the knob is used but doesn't serve any purpose, the usage has to stop for homeostatic reasons (and sometimes even the knob itself disassembled). So I guess, if it wasn't your intervention that turned the knob, assume that it serves a purpose.

07.12.2025 16:11 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

And of course, not all the tracks will be on a new platform (I think I've lost about 1%).
But also some of the tracks that I liked before they disappeared from Spotify are restored in the new playlists.

04.12.2025 04:25 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

I used TuneMyMusic for that, had to pay a few bucks to transfer my ~10k songs distributed over ~50 playlists.
So far I have caught just a few alien tracks in the new playlists

04.12.2025 04:22 πŸ‘ 1 πŸ” 0 πŸ’¬ 2 πŸ“Œ 0

Now I'm curious what are the others

24.11.2025 14:32 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

But the lack of respect for science can't be reduced to the uncertainty with which the findings are communicated. I would argue that one of the causes is the opposite - people too often see clickbait titles "Scientists discovered X!!!", dig deeper, get disillusioned, and figure that it's all a con

19.11.2025 14:08 πŸ‘ 4 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

What made you want to switch?

14.10.2025 23:50 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

The latter, you just wait for the next debate over how to think about the brain

12.09.2025 14:02 πŸ‘ 3 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

It seems to me that being vulnerable to anti-science propaganda too often goes hand in hand with not being into sci-fi literature

09.08.2025 03:18 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

This summer my lab's journal club somewhat unintentionally ended up reading papers on a theme of "more naturalistic computational neuroscience". I figured I'd share the list of papers here 🧡:

23.07.2025 14:59 πŸ‘ 108 πŸ” 29 πŸ’¬ 2 πŸ“Œ 2

I wonder, where would be a good place to do modeling and chat with many people that study different species or do comparative studies? (asking for a friend)

16.07.2025 22:13 πŸ‘ 16 πŸ” 3 πŸ’¬ 2 πŸ“Œ 0

Working with Dan was the best work experience I ever had, don't miss out

24.06.2025 08:28 πŸ‘ 3 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

A lot of answers here about the complexity of the brain. I think, the problem is not the complexity itself but our desire to answer complex Qs while the foundation is not there yet. Theory doesn't start with explaining the human brain, it "ends" there (of course, it never really ends)

08.06.2025 16:17 πŸ‘ 4 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Alternatively, we can say that now this neural activity represents our perturbations

06.06.2025 14:21 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

If we change neural activity, there's nothing more in the physical world, that this activity represents. But we can still call it representation, just of something from the platonic world I guess πŸ˜…

06.06.2025 14:19 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

A particular cell with altered transcriptome, though, probably makes a transition from being a muscle cell to being a skin cell (not sure if altered transcriptome would be enough here, but feels like it)

06.06.2025 14:17 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

But if we somehow change hair cell activity, it doesn't change the sound frequency, no?

06.06.2025 13:47 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

And because we want to be able to communicate our findings to those who are not computational neuroscientists

05.06.2025 23:08 πŸ‘ 7 πŸ” 0 πŸ’¬ 3 πŸ“Œ 0

I still think it's relative. This calculation doesn't substantiate info. It just sets an upper boundary on the possibly measured info about the observable universe.

15.05.2025 16:11 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0