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Laura Driscoll

@lndriscoll

neuro and AI (they/she) Allen Institute for Neural Dynamics, theory lead | UW affiliate asst prof

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18.11.2024
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Latest posts by Laura Driscoll @lndriscoll

a bright spot in this otherwise dismal year was the journalism and commentary provided by @thetransmitter.bsky.social. i am grateful that this publication exists and i hope @simonsfoundation.org continues to support them.

29.12.2025 16:29 πŸ‘ 25 πŸ” 5 πŸ’¬ 2 πŸ“Œ 0
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How heterogeneity shapes dynamics and computation in the brain Much effort has been spent clustering neurons into transcriptomic or functional cell types and characterizing the differences between them. Beyond sub…

"My New Year's Resolution is to find a principled way to think about all those cell types in the brain"

Why friend, you are in luck, because @rgast.bsky.social has just the perspective for you: www.sciencedirect.com/science/arti...

30.12.2025 16:54 πŸ‘ 67 πŸ” 26 πŸ’¬ 1 πŸ“Œ 1

I agree with this and I also think studying artificial systems is just another tool to extract structure from the data they were trained on. It's useful to have a sandbox to develop analyses as well.

18.12.2025 20:59 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Revised version of our #NeurIPS2025 paper with full code base in Julia & Python now online, see arxiv.org/abs/2505.13192

28.10.2025 18:27 πŸ‘ 26 πŸ” 7 πŸ’¬ 0 πŸ“Œ 0
Travel Grants β€” COSYNE Apply for COSYNE 2026 Travel Grants to support your participation in Lisbon and Cascais, Portugal. Grants are available for students, postdocs, and PIs, including programs for Childcare, Presenters, N...

Travel awards are available for undergraduate students looking to attend #Cosyne25! The application is short, and the deadline is Nov 12. @cosynemeeting.bsky.social

Application: shorturl.at/6NEyk

More info: www.cosyne.org/travel-grants

(1/2)

03.10.2025 15:10 πŸ‘ 30 πŸ” 24 πŸ’¬ 1 πŸ“Œ 2
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Allen Institute - Shanahan Foundation Fellowship at the Interface of Data and Neuroscience 2025-2026 Thank you for applying for the Shanahan Foundation Fellowship at the Interface of Data and Neuroscience. Applications for the Fall 2026 cohort will close at 11:59pm PT on December 1st, 2025. Important...

If you want to do a postdoc w me (or generally do theory at Allen/UW) apply for this!

It’s a pretty independent postdoc position for people with a quantitative background, and pays well (104K)!

Due date is Dec 1st. Here’s the link to apply--> alleninstitute.submittable.com/submit/33511...

17.10.2025 17:38 πŸ‘ 5 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

"Overall, our findings resonate with recent computational modeling work by Driscoll and colleagues [23], who propose that recurrent neural networks (RNNs), such as those described in prefrontal cortical circuits, utilize shared dynamical motifs.." cool!

01.09.2025 20:40 πŸ‘ 5 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
ICML Poster Algorithm Development in Neural Networks: Insights from the Streaming Parity TaskICML 2025

Excited to share new work @icmlconf.bsky.social by Loek van Rossem exploring the development of computational algorithms in recurrent neural networks.

Hear it live tomorrow, Oral 1D, Tues 15 Jul West Exhibition Hall C: icml.cc/virtual/2025...

Paper: openreview.net/forum?id=3go...

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14.07.2025 21:25 πŸ‘ 39 πŸ” 11 πŸ’¬ 1 πŸ“Œ 1

1/7: Super excited to share our new paper! This one should be of interest to neuroscientists and deep learning theory folks. This paper was a collaboration with Alexandre Payeur, @averyryoo.bsky.social, Thomas Jiralerspong, @mattperich.bsky.social, Luca Mazzucato, @glajoie.bsky.social

25.03.2025 15:59 πŸ‘ 70 πŸ” 14 πŸ’¬ 6 πŸ“Œ 2

Super excited about our 2-day @cosynemeeting.bsky.social workshop on learning that pays tribute to the diversity of timescales, teaching signals and circuits that work together to shape adaptive behaviors, and where we hope to bridge insights from behavior, dynamics, and learning rules! #cosyne2025

25.03.2025 01:42 πŸ‘ 18 πŸ” 9 πŸ’¬ 1 πŸ“Œ 2
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Montreal’s Queen Elizabeth Hotel reopens after temporarily closing during holidays due to labour dispute The Fairmont Queen Elizabeth Hotel in Montreal has reopened after temporarily closing due to an ongoing labour dispute. Quebec’s largest hotel made the announcement on Dec. 12 and shut their doors day...

After hearing about the ongoing hotel workers strike at the #COSYNE2025 hotel, I cancelled my reservation and booked a room at a hotel a short 10 minute walk from the meeting. It was easy and I encourage others to do the same! #solidarity montreal.citynews.ca/2025/01/14/q...

24.03.2025 00:14 πŸ‘ 21 πŸ” 7 πŸ’¬ 0 πŸ“Œ 0
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Individual variability of neural computations underlying flexible decisions - Nature Behavioural experiments to study decision-making in response to context-dependent accumulation of evidence provide testable models that are consistent with the heterogeneity in neural signatures among...

1/7 Our paper on individual variability in decision-making is finally out in @nature.com! Inspired by the classic work by Mante and Sussillo, we trained many rats to solve context-dependent decision-making, and we found that different brains use different neural mechanisms to solve the same task!

21.03.2025 13:28 πŸ‘ 237 πŸ” 86 πŸ’¬ 7 πŸ“Œ 5

congrats amy!

18.02.2025 16:35 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Post image

The first preprint of my postdoc with @dudman.bsky.social is now online! Here we wanted to understand the algorithms mice use when learning to forage in large environments with many potential resources. www.biorxiv.org/content/10.1...

07.11.2024 16:24 πŸ‘ 107 πŸ” 31 πŸ’¬ 6 πŸ“Œ 5
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Dynamic consensus-building between neocortical areas via long-range connections The neocortex is organized into functionally specialized areas. While the functions and underlying neural circuitry of individual neocortical areas are well studied, it is unclear how these regions op...

For my first Bluesky post, I'm very excited to share a thread on our recent work with Mitra Javadzadeh, investigating how connections between cortical areas shape computations in the neocortex! [1/7] www.biorxiv.org/content/10.1...

31.01.2025 02:57 πŸ‘ 19 πŸ” 11 πŸ’¬ 1 πŸ“Œ 1
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Symmetries and Continuous Attractors in Disordered Neural Circuits A major challenge in neuroscience is reconciling idealized theoretical models with complex, heterogeneous experimental data. We address this challenge through the lens of continuous-attractor networks...

(1/30) New preprint! "Symmetries and continuous attractors in disordered neural circuits" with Larry Abbott and Haim Sompolinsky
bioRxiv: www.biorxiv.org/content/10.1...

29.01.2025 18:26 πŸ‘ 96 πŸ” 34 πŸ’¬ 7 πŸ“Œ 2