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Talia Konkle

@taliakonkle.bsky.social
2.5K followers 1.2K following 4 posts

Cognitive computational neuroscientist and vision scientist. NeuroAI. Professor at Harvard University.

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Reposted by Talia Konkle
Shahab Bakhtiari @shahabbakht.bsky.social · 07/11/2025
I’m looking for interns to join our lab for a project on foundation models in neuroscience. Funded by @ivado.bsky.social and in collaboration with the IVADO regroupement 1 (AI and Neuroscience: ivado.ca/en/regroupem...). Interested? See the details in the comments. (1/3) 🧠🤖
ivado.ca
AI and Neuroscience | IVADO
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Reposted by Talia Konkle
Shahab Bakhtiari @shahabbakht.bsky.social · 15/10/2025
2) Multimodal self-supervised world modeling in interactive embodied situations. Here’s related work from the lab that we’ll be building on: bsky.app/profile/hafe...
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Reposted by Talia Konkle
Charlotte Volk @charlottevolk.bsky.social · 30/09/2025
🚨 New preprint alert! 🧠🤖 We propose a theory of how learning curriculum affects generalization through neural population dimensionality. Learning curriculum is a determining factor of neural dimensionality - where you start from determines where you end up. 🧠📈 A 🧵: tinyurl.com/yr8tawj3
tinyurl.com
The curriculum effect in visual learning: the role of readout dimensionality
Generalization of visual perceptual learning (VPL) to unseen conditions varies across tasks. Previous work suggests that training curriculum may be integral to generalization, yet a theoretical explan...
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Reposted by Talia Konkle
Shahab Bakhtiari @shahabbakht.bsky.social · 16/10/2025
Excellent funding opportunity: $100k/year for two years for a postdoc position in Montreal. Apply if you're interested in joining Montreal's thriving #NeuroAI ecosystem.
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Reposted by Talia Konkle
Shahab Bakhtiari @shahabbakht.bsky.social · 30/09/2025
So excited to see this preprint released from the lab into the wild. Charlotte has developed a theory for how learning curriculum influences learning generalization. Our theory makes straightforward neural predictions that can be tested in future experiments. (1/4) 🧠🤖 🧠📈 #MLSky
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Kempner Institute at Harvard University @kempnerinstitute.bsky.social · 24/09/2025
⌛️ Deadline approaching! Applications for the #KempnerInstitute Research Fellowships close Oct. 1. We welcome postdocs exploring the foundations of #intelligence or applications of #AI to apply. 👉 Learn more & apply: bit.ly/3UvpSpe #LLMs #NeuroAI #ML
bit.ly
Kempner Research Fellowship - Kempner Institute
The Kempner brings leading, early-stage postdoctoral scientists to Harvard to work on projects that advance the fundamental understanding of intelligence.
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Reposted by Talia Konkle
Blake Richards @tyrellturing.bsky.social · 26/08/2025
This paper shows that some human "gestalt" style visual processing can emerge in purely feedforward deep nets with the right inductive biases and fine-tuning: journals.plos.org/ploscompbiol... 🧠📈 🧪 #NeuroAI
journals.plos.org
A feedforward mechanism for human-like contour integration
Author summary A central challenge in vision science is understanding how the visual system links fragmented local features into coherent object representations. One foundational process supporting th...
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The Algonauts Project @algonautsproject.bsky.social · 13/07/2025
The Algonauts Challenge submission is over: > 60 teams participated! To be considered in the winners selection process, please post your report/code by July 25th. We will announce the winners on August 5th! #NeuroAI #CompNeuro #neuroscience #AI #CCN2025 #hessianAI #CNeuroMod algonautsproject.com
algonautsproject.com
The Algonauts Project 2025
homepage
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Mehdi Azabou @mehdiazabou.bsky.social · 11/07/2025
Excited to announce the Foundation Models for the Brain and Body workshop at #NeurIPS2025! 🧠📈 🧪 We invite short papers or interactive demos on AI for neural, physiological or behavioral data. Submit by Aug 22 👉 brainbodyfm-workshop.github.io
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Tim Kietzmann @timkietzmann.bsky.social · 08/07/2025
Exciting new preprint from the lab: “Adopting a human developmental visual diet yields robust, shape-based AI vision”. A most wonderful case where brain inspiration massively improved AI solutions. Work with @zejinlu.bsky.social @sushrutthorat.bsky.social and Radek Cichy arxiv.org/abs/2507.03168
arxiv.org
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Hannes Mehrer @CCN2026 @hannesmehrer.bsky.social · 27/05/2025
Announcement: Workshop at #CCN2025 🧠 Modeling the Physical Brain: Spatial Organization & Biophysical Constraints 🗓️ Monday, Aug 11 | 🕦 11:30–18:00 CET | 📍 Room A2.07 🔗 Register: tinyurl.com/CCN-physical... #NeuroAI @cogcompneuro.bsky.social
tinyurl.com
Home
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Katharina Dobs @kathadobs.bsky.social · 22/05/2025
So excited that our excellence cluster 'The Adaptive Mind' got funded! 🥳 Looking forward to lots of great science and projects! #TheAdaptiveMind #ExcellenceInitiative 👁️🧠🤖
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Jenelle Feather @jfeather.bsky.social · 06/03/2025
Applications are open for the 2025 Flatiron Institute Junior Theoretical Neuroscience Workshop! A two-day workshop 7/10-7/11 in NYC for PhD students and postdocs. All travel paid. Apply by April 14th.🧠🗽🧑‍🔬http://jtnworkshop2025.flatironinstitute.org/ @flatironinstitute.org @simonsfoundation.org
jtnworkshop2025.flatironinstitute.org
JTN - 2025
JTN - 2025
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Leyla Isik @lisik.bsky.social · 14/03/2025
New preprint “Monkey See, Model Knew: LLMs accurately predict visual responses in humans AND NHPs” Led by Colin Conwell with @emaliemcmahon.bsky.social Akshay Jagadeesh, Kasper Vinken @amrahs-inolas.bsky.social @jacob-prince.bsky.social George Alvarez @taliakonkle.bsky.social & Marge Livingstone 1/n
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Amir Ozhan Dehghani @amirozhan.bsky.social · 09/03/2025
I am excited to share that my undergraduate research has now been accepted to #ICLR2025. 📎: openreview.net/pdf?id=wMgr7... 🧑‍💻: github.com/BashivanLab/... Tweeprint🧵⬇️
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T. Anderson Keller @andykeller.bsky.social · 10/03/2025
In the physical world, almost all information is transmitted through traveling waves -- why should it be any different in your neural network? Super excited to share recent work with the brilliant @mozesjacobs.bsky.social: "Traveling Waves Integrate Spatial Information Through Time" 1/14
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Martin Hebart @martinhebart.bsky.social · 06/03/2025
People talk a lot about objects, but what about the softness of a cushion, the greenness of an emerald, or the viscosity of oil? In our work just published @pnas.org, we shed light on how we make sense of the hundreds of materials around us. www.pnas.org/doi/10.1073/...
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Sarthak Chandra @sarthakc.bsky.social · 19/02/2025
1/ Our paper appeared in @Nature today! www.nature.com/articles/s41... w/ Fiete Lab and @khonamikail.bsky.social . Explains emergence of multiple grid cell modules, w/ excellent match to data! Novel mechanism for applying across vast systems from development to ecosystems. 🧵👇
nature.com
Global modules robustly emerge from local interactions and smooth gradients - Nature
The principle of peak selection is described, by which local interactions and smooth gradients drive self-organization of discrete global modules.
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Sarthak Chandra @sarthakc.bsky.social · 17/01/2025
1/ Super-excited to share our new work “Episodic and associative memory from spatial scaffolds in the hippocampus”, that just appeared in Nature! www.nature.com/articles/s41... Key insights and ideas 👇#tweeprint
nature.com
Episodic and associative memory from spatial scaffolds in the hippocampus - Nature
A neocortical–entorhinal–hippocampal network model based on grid cell states recapitulates experimental results and reconciles the spatial, associative and episodic memory roles of the hippocampus.
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CogCompNeuro @cogcompneuro.bsky.social · 10/01/2025
CCN 2025 Area Chair Nomination Intrigued about supporting CCN’s new 8-page conference proceedings track? 📄 Fill out this form to nominate yourself or a colleague to act as (Senior) Area Chair at CCN25. forms.gle/MTBgZZxQaDY8...
forms.gle
CCN 2025 Area Chair Nomination
Area Chairs nominated to serve for the 8-page conference proceedings track at CCN 2025 should meet the following requirements: be a senior researcher (professor, research fellow, postdoc); have author...
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CogCompNeuro @cogcompneuro.bsky.social · 20/12/2024
For #CCN2025 in Amsterdam, we will, for the first time, have conference proceedings that include both full length peer-reviewed papers and the traditional 2-page track! Deadlines for submissions: 17th February for full papers ( abstract only; full paper on 20th FEB) & 10th April for 2 pagers.
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Grace Lindsay @neurograce.bsky.social · 17/12/2024
It is very convenient to be able to point people to @neuromatch.bsky.social materials to get them up to speed for a compneuro modeling project. All computational fields should create one of these courses! (except climate science, deep learning, and neuroAI for which we also already have them!)
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Leyla Isik @lisik.bsky.social · 13/12/2024
Monkey See, Model Knew: LLMs accurately Predict Human AND Macaque Visual Brain Activity Colin Conwell, @emaliemcmahon.bsky.social, Akshay Vivek Jagadeesh, Kasper Vinken, @amrahs-inolas.bsky.social, @jacob-prince.bsky.social, George Alvarez, @taliakonkle.bsky.social and Marge Livingstone
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Andrew Saxe @saxelab.bsky.social · 13/12/2024
New paper with @leonlufkin.bsky.social and @eringrant.bsky.social! Why do we see localized receptive fields so often, even in models without sparisity regularization? We present a theory in the minimal setting from @aingrosso.bsky.social and @sebgoldt.bsky.social
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Reposted by Talia Konkle
Nora Belrose @norabelrose.bsky.social · 11/12/2024
How do a neural network's final parameters depend on its initial ones? In this new paper, we answer this question by analyzing the training Jacobian, the matrix of derivatives of the final parameters with respect to the initial parameters. arxiv.org/abs/2412.07003
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Symmetry and Geometry in Neural Representations @neurreps.bsky.social · 11/12/2024
Ready for #NeurReps2024? Our schedule at @neuripsconf.bsky.social is out 📅 neurips.cc/virtual/2024... Join us this Saturday! 🧠 With @eerosim.bsky.social @taliakonkle.bsky.social Stefanie Jegelka, Srinivas Turaga, Ilker Yildirim and Savannah Thais
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Ulises Pereira-Obilinovic @ulisespereirao.bsky.social · 07/12/2024
I am excited to share the last work of my postdoc as a Swartz Fellow at NYU on the dynamic routing of large-scale cognitive networks in the neocortex! 🌐🧠 Here's a quick breakdown: 🧵 preprint: www.biorxiv.org/content/10.1...
biorxiv.org
Cognitive networks interactions through communication subspaces in large-scale models of the neocortex
The neocortex-wide neural activity is organized into distinct networks of areas engaged in different cognitive processes. To elucidate the underlying mechanism of flexible network reconfiguration, we ...
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Reposted by Talia Konkle
Shahab Bakhtiari @shahabbakht.bsky.social · 10/12/2024
Another cool "digital twin" work from Wood’s lab After the virtual chicks, this time: "We embodied artificial neural networks in artificial fish and raised the artificial fish in virtual fish tanks that mimicked the rearing conditions of biological fish" #NeuroAI www.nature.com/articles/s41...
nature.com
Parallel development of social behavior in biological and artificial fish - Nature Communications
The learning algorithms that produce social behavior are unknown. Here the authors show that artificial fish, modeled via embodied deep neural networks, learn the same social behaviors as real fish, s...
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Kempner Institute at Harvard University @kempnerinstitute.bsky.social · 03/12/2024
NEW: we have an exciting opportunity for a tenure-track professor at the #KempnerInstitute and the John A. Paulson School of Engineering and Applied Sciences (SEAS). Read the full description & apply today: academicpositions.harvard.edu/postings/14362 #ML #AI
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Grace Lindsay @neurograce.bsky.social · 28/11/2024
Wish we had polls here but in their absence: can ML people tell me how they would define "ablation" or "ablation study"? As someone who frequently translates between neuroscience and ML, I fear this is another term that we both use, but slightly differently. #MLsky
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Harvard Brain Science Initiative @harvardbrainsci.bsky.social · 22/11/2024
Unveiling the Possible Origins of Visual Category Information in the Brain brain.harvard.edu/hbi_news/unv... @jacob-prince.bsky.social @taliakonkle.bsky.social
brain.harvard.edu
Unveiling the Possible Origins of Visual Category Information in the Brain - Harvard Brain Science Initiative
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Tony Zador @tonyzador.bsky.social · 21/11/2024
Want to be part of the NeuroAI community CSHL ? Applications are open for outstanding graduate students in Artificial Intelligence to spend the summer at CSHL as NeuroAI Interns. Deadline: Dec 10th, 2024. Please spread the word! www.schooljobs.com/careers/cshl... @cshlaboratory.bsky.social
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Zubair Irshad @zubair-irshad.bsky.social · 21/11/2024
How do we represent 3D world knowledge for spatial intelligence in next-generation robots? We recently wrote an extensive survey paper on this emerging topic, covering recent state-of-the-art! 🦾 🚀 Check it out below. Feedback/Suggestions welcome! 📖arXiv: arxiv.org/abs/2410.20220
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Sweta Karlekar @swetakar.bsky.social · 19/11/2024
I'm TAing for a class and wanted to put together a (short) list of papers that are a good, accessible intro for students to get started in mech interp. An ask for the community: what papers would you add / which papers am I missing? (1/n)
transformer-circuits.pub
A Mathematical Framework for Transformer Circuits
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Bria Long @brialong.bsky.social · 18/11/2024
The Visual Learning Lab at UC San Diego is looking for a postdoctoral research fellow to join our lab! Read more about our lab at www.vislearnlab.org
vislearnlab.org
Home | The Visual Learning Lab at UCSD
Lab webpage for the Visual Learning Lab at UCSD, lead by Dr. Bria Long, Ph.D. Launching in July 2024!
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Jenny Saffran @jennysaffran.bsky.social · 18/11/2024
UW-Madison Psychology is hiring a new assistant professor in the area of computational approaches to language (broadly construed). Please share with interested parties! jobs.wisc.edu/jobs/assista...
jobs.wisc.edu
Assistant Professor, Computational Approaches to Language - Cluster Hire - Madison, Wisconsin, United States
Job Summary: This position is a full-time, tenure-track faculty position at the Assistant Professor level in the Department of Psychology at UW-Madison. The search is for a job candidate whose exper...
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Blake Richards @tyrellturing.bsky.social · 13/11/2024
This paper from Claudia Clopath's lab is very exciting for me. I've been musing for a while now that the challenge of approximating gradient descent is probably made way easier in the brain by feedback signals for control. Here they show it!!! openreview.net/forum?id=xav... 🧠📈 #NeuroAI 🧪
openreview.net
Feedback control guides credit assignment in recurrent neural networks
How do brain circuits learn to generate behaviour? While significant strides have been made in understanding learning in artificial neural networks, applying this knowledge to biological networks...
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Alex Williams @itsneuronal.bsky.social · 15/11/2024
📣 My department at NYU is hiring a theoretical neuroscientist! apply.interfolio.com/157767 This is *open rank* tenure / tenure-track position. Application deadline is Dec 31. NYU is a great place to work, please apply!
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Phillip Isola @phillipisola.bsky.social · 14/11/2024
Sharing some new work! A big dream in AI is to create world models of sufficient quality that you can train agents within them. Classic simulators lack visual diversity and realism. GenAI lacks physical accuracy. But combining the two can work pretty well! Paper: arxiv.org/abs/2411.00083
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CogCompNeuro @cogcompneuro.bsky.social · 12/11/2024
After a great conference in Boston, CCN is going to take place in Amsterdam in 2025! To help the exchange of ideas between #neuroscience, cognitive science, and #AI, CCN will for the first time have full length paper submissions (alongside the established 2 pagers)! Info below👇 #NeuroAI #CompNeuro
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