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Gonzalo de Polavieja

@polavieja.bsky.social

Scientist at Champalimaud Foundation (polaviejalab.org) and co-founder of Algebraic AI (algebraic.ai). #Maths4AI #AI4Science, #BehaviorAI #NeuroAI #CognitionAI #CollectiveBehavior

2,268 Followers  |  1,331 Following  |  81 Posts  |  Joined: 21.11.2024
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Posts by Gonzalo de Polavieja (@polavieja.bsky.social)

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Excited to return to Lisbon this June for the epic 3-week Cajal course on Quantitative Approaches to Behavior and VR! πŸ€πŸŸπŸͺ°πŸƒβ€β™€οΈπŸŽ₯πŸ–₯πŸ“ˆπŸ§ͺ

Applications are open through Feb 13! Come join us.
cajal-training.org/on-site/quan...

14.01.2026 13:55 β€” πŸ‘ 23    πŸ” 11    πŸ’¬ 0    πŸ“Œ 0
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Neuronal calcium spikes enable vector inversion in the Drosophila brain In the fly central complex, PFNa neurons switch from firing classical sodium spikes when depolarized to firing non-canonical T-type calcium spikes when hyperpolarized. This bidirectional spiking allow...

www.cell.com/cell/fulltex...

We had a lot of fun working on this project (led by Itzel Ishida, not on bluesky). Some interesting highlights from the paper -

06.01.2026 16:35 β€” πŸ‘ 59    πŸ” 28    πŸ’¬ 1    πŸ“Œ 3

Call is out for Champalimaud International Neuroscience Doctoral Programme 2026! docs.google.com/forms/d/e/1F...

02.12.2025 17:50 β€” πŸ‘ 6    πŸ” 7    πŸ’¬ 1    πŸ“Œ 0

Fernando Martin-Maroto, Antonio Ricciardo, Gonzalo G. de Polavieja: The pairwise distributive law of semilattice congruences https://arxiv.org/abs/2511.00892 https://arxiv.org/pdf/2511.00892 https://arxiv.org/html/2511.00892

04.11.2025 06:40 β€” πŸ‘ 1    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0

Fernando Martin-Maroto, Antonio Ricciardo, Gonzalo G. de Polavieja
The pairwise distributive law of semilattice congruences
https://arxiv.org/abs/2511.00892

04.11.2025 05:14 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
idtracker.ai β€” idtrackerai 6.0.9 documentation

And for difficult videos (many animals) we found it to be up to 700 times faster! Yes, old idtracker.ai could be quite slow in these cases.

03.10.2025 15:53 β€” πŸ‘ 4    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
idtracker.ai β€” idtrackerai 6.0.9 documentation

Yes, the new idtracker.ai is on average 30 times faster, more accurate and does not need chunks of video with all animals visible. In case you have doubts, email us.

03.10.2025 15:40 β€” πŸ‘ 4    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

An introduction to Lean 4. ~ E. Cosme LlΓ³pez, L. Gong. www.uv.es/coslloen/Arx... #ITP #LeanProver #FunctionalProgramming

06.09.2025 13:54 β€” πŸ‘ 6    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0

Sad to hear that Margaret Boden, pioneer in cognitive science and artificial intelligence, has passed away.

Just a few days ago, someone reactivated the post below. I warmly recommend watching the video.

Thank you Margaret for founding and shaping our field.

www.sussex.ac.uk/broadcast/re...

28.07.2025 16:28 β€” πŸ‘ 171    πŸ” 54    πŸ’¬ 5    πŸ“Œ 4

"He decidido hacer lo que me gusta porque es bueno para la salud." ~ Voltaire (1694-1778).

22.07.2025 06:33 β€” πŸ‘ 4    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
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LOL

15.07.2025 17:28 β€” πŸ‘ 8427    πŸ” 1186    πŸ’¬ 151    πŸ“Œ 89

Accept submissions of explicitly unfinished ideas, theories, or speculative models to start discussion. Gets more finished with feedback from reviewers and/or readers.

05.07.2025 10:03 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

URGENT: FlyBase has lost practically all its funding overnight; even user fees are tied up in denied grant funding. 🀬🀯

Any lab using @flybase.bsky.social please donate using the link in post below.

This incredible community, on whose backs our #Drosophila labs depend, can't be left out to dry.

03.06.2025 17:19 β€” πŸ‘ 225    πŸ” 253    πŸ’¬ 4    πŸ“Œ 19

It took us many years to improve idtracker.ai in both accuracy and tracking time. Here it is.

03.06.2025 14:46 β€” πŸ‘ 17    πŸ” 6    πŸ’¬ 0    πŸ“Œ 1
A graphic for the Marie SkΕ‚odowska-Curie Actions (MSCA), showing a historical portrait of Marie SkΕ‚odowska-Curie overlaid with an image of four young researchers walking down a hallway. The European Commission logo is in the top left. Text reads: "Marie SkΕ‚odowska-Curie Actions – €404.3 million to support postdoctoral researchers”

A graphic for the Marie SkΕ‚odowska-Curie Actions (MSCA), showing a historical portrait of Marie SkΕ‚odowska-Curie overlaid with an image of four young researchers walking down a hallway. The European Commission logo is in the top left. Text reads: "Marie SkΕ‚odowska-Curie Actions – €404.3 million to support postdoctoral researchers”

Choose Science. Choose Europe.

A new Marie SkΕ‚odowska-Curie Actions Postdoctoral Fellowships 2025 call is now open.

With a budget of €404.3 million, it will support around 1,650 researchers from Europe and beyond.

Apply by 10 September β†’ europa.eu/!fBTMgF

08.05.2025 10:12 β€” πŸ‘ 954    πŸ” 560    πŸ’¬ 15    πŸ“Œ 99
The Gap Map Explore R&D Gaps and their related Foundational Capabilities.

We (mostly @adammarblestone.bsky.social
and Mary with the help of the amazing scientists in our network) made a map of β€œfundamental development” gaps in science and technology. Go explore gap-map.org.

15.04.2025 13:28 β€” πŸ‘ 71    πŸ” 16    πŸ’¬ 4    πŸ“Œ 5
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GitHub - wellecks/ntptutorial: Tutorial on neural theorem proving Tutorial on neural theorem proving. Contribute to wellecks/ntptutorial development by creating an account on GitHub.

Neural theorem proving tutorial. ~ Sean Welleck. github.com/wellecks/ntp... #MachineLearning #ITP #LeanProver

19.04.2025 11:20 β€” πŸ‘ 6    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

Congratulations! Amazing work.

01.04.2025 17:24 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Had to happen at some point: today, the o1 model solved in one go the PhD thesis of one of the students in the lab. Shall we add the model as a coauthor? Shall I stop having students or shall we work on more complex problems?

01.04.2025 14:37 β€” πŸ‘ 5    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Just found this. You pin this post below and you get a feed of only papers from your following. Worth a try.

24.03.2025 06:26 β€” πŸ‘ 4    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
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Erika's quick-start guide to research nonprofits You do NOT need permission from a university to do research (!!)

A quick-start guide to research non-profits: erikaaldendeb.substack.com/p/erikas-qui...

31.01.2025 18:51 β€” πŸ‘ 9    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0
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Interested in understanding how things work? In particular the tools you use to study the brain? Join us at TENSS 2025 where we brainstorm ideas, build and debug microscopes, electrophysiology and behavior rigs amidst the picturesque Transylvanian hills! tenss.ro
Apply by: February 16th!

14.01.2025 04:58 β€” πŸ‘ 59    πŸ” 39    πŸ’¬ 2    πŸ“Œ 5

I drew this in the 90s using wax colors on some textile that was on a board. Tried to play with background and foreground.

20.01.2025 06:22 β€” πŸ‘ 4    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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Maybe an excuse to talk about the logic piano by Jevons, royalsocietypublishing.org/doi/10.1098/...

17.01.2025 00:01 β€” πŸ‘ 8    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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Foundation models for neuroscience Opportunities and pitfalls of large-scale models

www.neuroai.science/p/foundation...

01.01.2025 22:41 β€” πŸ‘ 17    πŸ” 3    πŸ’¬ 1    πŸ“Œ 1
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Our new paper! "Analytic theory of creativity in convolutional diffusion models" lead expertly by @masonkamb.bsky.social
arxiv.org/abs/2412.20292
Our closed-form theory needs no training, is mechanistically interpretable & accurately predicts diffusion model outputs with high median r^2~0.9

31.12.2024 16:54 β€” πŸ‘ 134    πŸ” 31    πŸ’¬ 5    πŸ“Œ 7
Research Grants | Human Frontier Science Program

Human Frontier Science Program for small consortia working on interdisciplinary biological problems. Letter of intent by 18th March 2025. www.hfsp.org/funding/hfsp...

30.12.2024 18:43 β€” πŸ‘ 8    πŸ” 2    πŸ’¬ 0    πŸ“Œ 1

Congratulations. Happy my lab (Paco Romero-Ferrero) could help!

30.12.2024 18:14 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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a countdown clock with the number 10 in the center ALT: a countdown clock with the number 10 in the center

Let us start 2025 in a positive mood: here are 10 methods things researchers can worry *less* about in 2025

23.12.2024 10:36 β€” πŸ‘ 260    πŸ” 119    πŸ’¬ 15    πŸ“Œ 18
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Days-old zebrafish rapidly learn to recognize threatening agents through noradrenergic and forebrain circuits Zocchi etΒ al. utilize a robotic predator-learning assay to show that larval zebrafish as young as 5Β days post-fertilization rapidly learn to avoid robots following predatory-like experiences. Whole-brain imaging of neural activity implicates the noradrenergic system and forebrain populations in this β€œconditioned robot avoidance” learning.

Just 1 minute of being "chased" by an object teaches zebrafish day-olds to recognize it as a threat. This rapid learning is powered by noradrenergic and forebrain circuits.
www.cell.com/current-biol...

@currentbiology.bsky.social

30.12.2024 06:57 β€” πŸ‘ 12    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0