Satpreet (Sat) Singh's Avatar

Satpreet (Sat) Singh

@satpreetsingh.bsky.social

Postdoc @harvard.edu @kempnerinstitute.bsky.social Homepage: http://satpreetsingh.github.io Twitter: https://x.com/tweetsatpreet

880 Followers  |  3,838 Following  |  20 Posts  |  Joined: 17.11.2024
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Posts by Satpreet (Sat) Singh (@satpreetsingh.bsky.social)

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On negative social ties.
The number of "hasslers" in your lifeโ€”people who create problems or make life difficult, especially family members (not spouse)โ€”and the link to promoting accelerated aging, inflammation, and adverse health outcomes
@pnas.org
pnas.org/doi/full/10....

24.02.2026 21:07 โ€” ๐Ÿ‘ 202    ๐Ÿ” 57    ๐Ÿ’ฌ 10    ๐Ÿ“Œ 19
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Measuring and Controlling Solution Degeneracy Across Task-Trained Recurrent Neural Networks - Kempner Institute Despite reaching equal performance success when trained on the same task, artificial neural networks can develop dramatically different internal solutions, much like different students solving the sam...

๐Ÿค–๐Ÿ“Š NEW in the Deeper Learning blog: @annhuang42.bsky.social & @kanakarajanphd.bsky.social break down their recent work examining how #RNNs solve the same task in different ways, and why that matters. Joint work with @satpreetsingh.bsky.social & @flavioh.bsky.social bit.ly/4kj4fVd #NeuroAI

03.02.2026 15:01 โ€” ๐Ÿ‘ 26    ๐Ÿ” 6    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 1
PufferDrive 2.0 release
YouTube video by Daphne Cornelisse PufferDrive 2.0 release

What if you could train agents on a ๐—ฑ๐—ฒ๐—ฐ๐—ฎ๐—ฑ๐—ฒ of driving experience in ๐˜‚๐—ป๐—ฑ๐—ฒ๐—ฟ ๐—ฎ๐—ป ๐—ต๐—ผ๐˜‚๐—ฟ, on a single GPU?

Excited to share ๐™‹๐™ช๐™›๐™›๐™š๐™ง๐˜ฟ๐™ง๐™ž๐™ซ๐™š 2.0: A fast, friendly driving simulator with RL training via PufferLib at ๐Ÿฏ๐Ÿฌ๐Ÿฌ๐—ž ๐˜€๐˜๐—ฒ๐—ฝ๐˜€/๐˜€๐—ฒ๐—ฐ ๐Ÿก + ๐Ÿš—

youtu.be/LfQ324R-cbE?...

30.12.2025 16:12 โ€” ๐Ÿ‘ 53    ๐Ÿ” 10    ๐Ÿ’ฌ 3    ๐Ÿ“Œ 1
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2025: A Review of the Year in Neuroscience Enlightening the brain

Just published my review of neuroscience in 2025, on The Spike.

The 10th of these, would you believe?

This year we have foundation models, breakthroughs in using light to understand the brain, a gene therapy, and more

Enjoy!

medium.com/the-spike/20...

30.12.2025 15:52 โ€” ๐Ÿ‘ 143    ๐Ÿ” 66    ๐Ÿ’ฌ 6    ๐Ÿ“Œ 11

Congratulations!!

07.12.2025 05:55 โ€” ๐Ÿ‘ 2    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Thrilled to start 2026 as faculty in Psych & CS
@ualberta.bsky.social + Amii.ca Fellow! ๐Ÿฅณ Recruiting students to develop theories of cognition in natural & artificial systems ๐Ÿค–๐Ÿ’ญ๐Ÿง . Find me at #NeurIPS2025 workshops (speaking coginterp.github.io/neurips2025 & organising @dataonbrainmind.bsky.social)

06.12.2025 19:26 โ€” ๐Ÿ‘ 103    ๐Ÿ” 27    ๐Ÿ’ฌ 4    ๐Ÿ“Œ 1
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#NeurIPS2025 workshops are underway!

Todayโ€™s workshop presentations from the #KempnerInstitute cover a range topics, including the use of #AI in linguistics and the study of communication & sensing in electric fish.

#NeuroAI

06.12.2025 14:15 โ€” ๐Ÿ‘ 2    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Different seeds with same training loss doesn't always mean same solution. When do neural nets converge vs diverge? What are the implications for inverse problems, #AI4Science & #MechInterp?

#NeurIPS2025 poster 2001 (โ€œa space odysseyโ€), 4:30โ€“7:30pm today 12/5:

05.12.2025 17:38 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Mid-conference momentum! ๐Ÿ”ฌ๐Ÿ“ˆ

Todayโ€™s #NeurIPS2025 presentations from the #KempnerInstitute showcase a wide variety of research projects at the frontiers of #AI and #NeuroAI.

@thomasfel.bsky.social @andykeller.bsky.social @gershbrain.bsky.social @yilundu.bsky.social @kanakarajanphd.bsky.social

05.12.2025 14:50 โ€” ๐Ÿ‘ 3    ๐Ÿ” 1    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
Conference poster schedule

Conference poster schedule

Workshop poster schedule

Workshop poster schedule

Celebrating the Rajan Labโ€™s papers at #NeurIPS2025! Stop by to chat with these talented students and postdocs ๐ŸŽ‰

04.12.2025 16:08 โ€” ๐Ÿ‘ 16    ๐Ÿ” 3    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Survey: Which sources fund your neuroscience research? Government sources are the main contributors to neuroscience labs, but funding breakdown varies across labs, career stages and neuroscience subfields.

33 neuroscience researchers from across the world shared how their labs our funded, providing insight into the current state of funding and how that might shift.

By @claudia-lopez.bsky.social

#neuroskyence #StateOfNeuroscience

www.thetransmitter.org/funding/whic...

02.12.2025 18:05 โ€” ๐Ÿ‘ 16    ๐Ÿ” 8    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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How do brain areas control each other? ๐Ÿง ๐ŸŽ›๏ธ

โœจIn our NeurIPS 2025 Spotlight paper, we introduce a data-driven framework to answer this question using deep learning, nonlinear control, and differential geometry.๐Ÿงตโฌ‡๏ธ

26.11.2025 19:32 โ€” ๐Ÿ‘ 90    ๐Ÿ” 30    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 3

We do in a recent follow-up:

bsky.app/profile/neur...

26.11.2025 03:36 โ€” ๐Ÿ‘ 3    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Looking forward to sharing our work at #NeurIPS2025 next week!

Session 6 on Fri 12/5 at 4:30-7:30pm, Poster 2001 ("a space odyssey")

Details on this thread by the brilliant lead author @annhuang42.bsky.social below:

24.11.2025 17:16 โ€” ๐Ÿ‘ 7    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Controversial take: our ICLR reviews actually helped make our paper better

19.11.2025 18:29 โ€” ๐Ÿ‘ 7    ๐Ÿ” 1    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 0
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Our next paper on comparing dynamical systems (with special interest to artificial and biological neural networks) is out!! Joint work with @annhuang42.bsky.social , as well as @satpreetsingh.bsky.social , @leokoz8.bsky.social , Ila Fiete, and @kanakarajanphd.bsky.social : arxiv.org/pdf/2510.25943

10.11.2025 16:16 โ€” ๐Ÿ‘ 70    ๐Ÿ” 24    ๐Ÿ’ฌ 4    ๐Ÿ“Œ 5
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Cognition all the way down 2.0: neuroscience beyond neurons in the diverse intelligence era - Synthese This paper formalizes biological intelligence as search efficiency in multi-scale problem spaces, aiming to resolve epistemic deadlocks in the basal โ€œcognition warsโ€ unfolding in the Diverse Intellige...

new paper with @robertchisciure.bsky.social

link.springer.com/article/10.1...

"Cognition all the way down 2.0: neuroscience beyond neurons in the diverse intelligence era"

๐Ÿงช

07.11.2025 00:31 โ€” ๐Ÿ‘ 60    ๐Ÿ” 16    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 1

Excited to release our new work: Petri Dish Neural Cellular Automata!

pub.sakana.ai/pdnca

We investigate how multi-agent NCAs can develop into artificial life ๐Ÿฆ  exhibiting complex, emergent behaviors like cyclic dynamics, territorial defense, and spontaneous cooperation.

05.11.2025 00:47 โ€” ๐Ÿ‘ 34    ๐Ÿ” 10    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

In case you don't know already, the journal Open Mind has a Bluesky account that automatically posts new papers:
@openmindjournal.bsky.social

The journal is diamond open access (free to read, free to publish) thanks to the support of MIT Press, Harvard Library, & MIT Library.

24.10.2025 12:03 โ€” ๐Ÿ‘ 109    ๐Ÿ” 33    ๐Ÿ’ฌ 4    ๐Ÿ“Œ 2

Congratulations!! ๐Ÿš€๐Ÿš€

01.10.2025 12:48 โ€” ๐Ÿ‘ 5    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Differential kinematic coding in sensorimotor striatum across behavioral domains reflects different contributions to movement - Nature Neuroscience Hardcastle and Marshall et al. show that striatal function is domain specific, required for task-related but not spontaneously expressed movements. This functional distinction is reflected in starkly ...

Excited to announce that my first postdoc paper is now online!

Links:
www.nature.com/articles/s41...
rdcu.be/eAcN7

In it, we examine the perennial question: what changes in the brain when learning a new motor skill?

Read more below to find out ๐Ÿ‘‡

12.08.2025 18:26 โ€” ๐Ÿ‘ 145    ๐Ÿ” 35    ๐Ÿ’ฌ 9    ๐Ÿ“Œ 1
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Excited to share a new project spanning cognitive science and AI where we develop a novel deep reinforcement learning model---Multitask Preplay---that explains how people generalize to new tasks that were previously accessible but unpursued.

12.07.2025 16:19 โ€” ๐Ÿ‘ 45    ๐Ÿ” 9    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 1
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5 Minute Papers on AI for the Planet AI is more than just chatbots! Learn about how AI can be used to protect biodiversity, fight climate change, and just better understand our planet through 5-minute explainers covering academic papers ...

For the past 3 years, I've taught a course on Machine Learning for Climate Change to undergrads. At times, people have asked if the course lectures could be made available online. While I can't offer that, I have decided to start making "5 Minute Papers on AI for the Planet" videos. Hope its useful!

20.06.2025 01:55 โ€” ๐Ÿ‘ 203    ๐Ÿ” 54    ๐Ÿ’ฌ 10    ๐Ÿ“Œ 2
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Neurosymbolic Programming for Science Neurosymbolic Programming (NP) techniques have the potential to accelerate scientific discovery. These models combine neural and symbolic components to learn complex patterns and representations from ...

Might be a bit outside your time-range, but these reviews are key refs:
arxiv.org/abs/2210.05050
www.nowpublishers.com/article/Deta...

CC: @swarat.bsky.social @yisongyue.bsky.social

17.06.2025 00:08 โ€” ๐Ÿ‘ 5    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

If you're at #RLDM2025, check out our contributed talk at Session 3 (Fri 6/13, 12:10pm), presented by my brilliant co-first-author on this project @sjohnsonyu.bsky.social!

Wasn't able to make it in person, but would love to hear your thoughts

@kempnerinstitute.bsky.social @harvardmed.bsky.social

12.06.2025 17:51 โ€” ๐Ÿ‘ 7    ๐Ÿ” 3    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Check out our new work on making robots process touch more like brains!

Surprisingly, ConvRNNs best matched mouse cortexโ€”passing the NeuroAI Turing Test. We also developed tactile-specific SSL augmentations and an Encoder-Attender-Decoder framework unifying ConvRNNs, SSMs & Transformers.

28.05.2025 00:31 โ€” ๐Ÿ‘ 23    ๐Ÿ” 6    ๐Ÿ’ฌ 3    ๐Ÿ“Œ 1

It was an honor to speak at the
@kempnerinstitute.bsky.social
on how some of our recent works can be interpreted as an application of rational analysis to language model behaviors โ€” seeing both their successes and failures through the lens of adaptation to the properties of their training data.

19.05.2025 21:28 โ€” ๐Ÿ‘ 21    ๐Ÿ” 5    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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After using electrical stimulation to activate their muscles, patients improved movement in their paralyzed limbs even when the system was turned off. The team leading the clinical trial believes new nerve connections may have begun to grow. https://cbsn.ws/43ocCrA

11.05.2025 23:33 โ€” ๐Ÿ‘ 254    ๐Ÿ” 49    ๐Ÿ’ฌ 5    ๐Ÿ“Œ 8
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Big day for the Rajan lab at @harvardmed.bsky.social Friday Seminar Series ๐ŸŒŸ

@satpreetsingh.bsky.social & Siyan Zhou gave outstanding talks on collective behaviors in artificial fish schools & disordered attractors in mice. Iโ€™m so proud of their work! ๐Ÿค–๐Ÿง 

02.05.2025 18:16 โ€” ๐Ÿ‘ 18    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Aran Nayebi: Why NeuroAI Needs NeuroAgents
YouTube video by NeuroAgents Workshop Aran Nayebi: Why NeuroAI Needs NeuroAgents

Aran Nayebi (@anayebi.bsky.social): Why NeuroAI Needs NeuroAgents
www.youtube.com/watch?v=s3kl...

07.04.2025 20:57 โ€” ๐Ÿ‘ 7    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0