David Klindt
@david-klindt.bsky.social
210 followers 200 following 22 posts
AI and Neuroscience, Assistant Professor at CSHL
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david-klindt.bsky.social
🔵 New paper! We explore sparse coding, superposition, and the Linear Representation Hypothesis (LRH) through identifiability theory, compressed sensing, and interpretability. If you’re curious about lifting neural reps out of superposition, this might interest you! 🤓
arxiv.org/abs/2503.01824
From superposition to sparse codes: interpretable representations in neural networks
Understanding how information is represented in neural networks is a fundamental challenge in both neuroscience and artificial intelligence. Despite their nonlinear architectures, recent evidence sugg...
arxiv.org
Reposted by David Klindt
juangallego.bsky.social
🚨Big news!🚨
The lab is relocating to Lisbon, joining a great team of experimental and theoretical neuroscientists, and the Neurotechnology Warehouse, a new initiative to bridge basic and translational research.

I'll be sharing postdoc openings soon. Come join us in this new incarnation of the lab!
champalimaudr.bsky.social
🧠🎼 What does it take to restore movement? Neuroscientist and engineer, @juangallego.bsky.social, joins the new Centre for Restorative Neurotechnology at the Champalimaud Foundation.

🔗 Find out more in this interview: www.fchampalimaud.org/news/juan-al...
Reposted by David Klindt
unireps.bsky.social
Join us for the 3rd edition of the UniReps Workshop at #NeurIPS2025! 🧠🤖

We're bringing together researchers from #AI, #Neuroscience, and #CogSci to explore why different neural models learn similar representations.

📝 Call for Papers is OPEN on OpenReview!
🌐 Website: unireps.org/2025/
UniReps Workshop
Unifying Representations in Neural Models
unireps.org
Reposted by David Klindt
unireps.bsky.social
📢 We're thrilled to announce that the UniReps workshop will return to @NeurIPSConf 25 for its 3rd edition!

🔵Check our new Call for Papers at: unireps.org/2025/call-fo...

🔴Submit your work at: openreview.net/group?id=Neu...

See you in San Diego!🌴🇺🇸
Reposted by David Klindt
trackingactions.bsky.social
Delighted to see our new collaboration on ecological neuroscience 🧩🌿🧠 announced today! A huge ❤️🙏🏼 to @simonsfoundation.org

I’m so excited by this theory-driven question. It’s core to our research on adaptive intelligence & sensorimotor systems 🙌 #SCENE

www.simonsfoundation.org/2025/04/24/s...
Simons Collaboration on Ecological Neuroscience
The mission of the Simons Collaboration on Ecological NEuroscience (SCENE) is to understand how affordances offered by the world shape representations in the mind and the brain.
www.simonsfoundation.org
david-klindt.bsky.social
I am also surprised, maybe an effort to privatise AI research?
david-klindt.bsky.social
➕ Bonus: Theory can explain the “Platonic Representation Hypothesis”—the striking observation that different models often learn the same representations.

arxiv.org/abs/2405.07987

With the right assumptions (hopefully not too 🧚‍♀️), you get a rigorous mathematical explanation for why this happens 🤓
david-klindt.bsky.social
So—does this mean theory is doomed, and AI engineering is just a random walk? Not at all!

💡 @rpatrik96.bsky.social @wielandbrendel.bsky.social Randall Balestriero did an amazing job clarifying where theory can help practice—and where practice should inspire theory.

🤝
david-klindt.bsky.social
In Theory fairyland:
Infinite data, models converge globally, latents on the right manifold, with the right statistics... 🧚

In Practice:
Noise, Batch size, learning rate, data augmentations, inductive biases, did I mention noise? & all the gritty stuff that actually matters 🛠️

(We still 💙 theory.)
david-klindt.bsky.social
What about any old system identification paper that shows how predictive performance goes up as a function of data?Not sure it fits the bill of scaling law and foundation model, but it shows pretty much the same thing 🤓
david-klindt.bsky.social
Wow this is really cool, especially since the sensors are so close; and awesome to see the downstream effect on head direction coding
Reposted by David Klindt
natmethods.nature.com
A Perspective from the Ecker lab discusses the progress and challenges of using computer vision approaches for behavior studies of primates in natural environments.

www.nature.com/articles/s41...
Reposted by David Klindt
juangallego.bsky.social
Come do cool BCI experiments with wellcome trust fellow Mostafa!
atmostafa.bsky.social
Job Alert (please repost)!

We are looking to hire a Research Assistant to join us in an exciting project looking into Brain-Computer Interfaces (BCIs) and how brains learn to control them.
david-klindt.bsky.social
Amazing work! I dreamt about getting this to work at such scale and predicting anatomical cell types from functional data ever since we wrote the what/where readout paper 🤩
Reposted by David Klindt
Reposted by David Klindt
lipshutz.bsky.social
📣 Grad students and postdocs in computational and theoretical neuroscience: please consider applying for the 2025 Flatiron Institute Junior Theoretical Neuroscience Workshop! All expenses are covered. Apply by April 14. jtnworkshop2025.flatironinstitute.org
Reposted by David Klindt
thoughtchannel.bsky.social
We're bringing together leading researchers from top institutions worldwide to Split, Croatia this summer. If you're passionate about brain-inspired AI, computational neuroscience, or fundamental mathematical principles driving intelligence, this conference is the place to be!
Reposted by David Klindt
katrinfranke.bsky.social
Going to #Cosyne2025?

Join us (w/ @mdiamantaki.bsky.social) for our exciting workshop

Object-centric Neuronal Representations

toliaslab.org/workshop/cos...

Featuring diverse species💁‍♀️🐒🐁🐝🕷️🤖

Our goal: Discuss universal & species-specific principles of object-centric vision

See you in Montreal🥳
Reposted by David Klindt
tyrellturing.bsky.social
Coming to the #Cosyne2025 workshops? Wanna dance on the final night? We got you covered.

@glajoie.bsky.social and I have organized a party in Tremblant. Come and get on the dance floor y'all. 🕺

April 1st
10PM-3AM
Location: Le P'tit Caribou

DJs Mat Moebius, Xanarelle, and Prosocial

Please share!
Party poster for dance party on final night of Cosyne 2025 workshops. It will take place April 1st, 2025, 10PM to 3AM at Le P'tit Caribou.
Reposted by David Klindt
harshag.bsky.social
Visa/ green card holders in the US who had planned to go to @cosynemeeting.bsky.social , what are your current thoughts about leaving and reentering the US / has your university issued any new directive? I'm happy to dm/ chat over Signal too. #cosyne25 #neuroskyence