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Posts by Mariya Toneva

We're excited to share our new study on decoding brain activity in participants with post-stroke aphasia! We think this is an important step towards cognitive brain-computer interfaces for patients with language disorders

www.biorxiv.org/content/10.6...

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1 week ago 26 10 1 3

The Cowley Group at CSHL has an opening for a bioAI PhD student to start Fall 2026 to work on closed-loop AI models for visual processing (see below). You *must* have a Master's degree in a quant/eng/cs field.

www.cshl.edu/phd-program/...

Please reach out to me if interested!
I'll be at Cosyne.

1 month ago 11 10 1 1
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📢 PhD position in the NeuroAI of Language

Why can LLMs predict brain activity so well? We're hiring a PhD student to find out -- AI interpretability meets neuroimaging
Deadline March 20
Please RT 🙏
👇
mpi.nl/career-education/vacancies/vacancy/fully-funded-4-year-phd-position-neuroai-language

1 month ago 50 40 2 1
Brain and Language | ScienceDirect.com by Elsevier - Brain and Language | ScienceDirect.com by Elsevier Read the latest articles of Brain and Language at ScienceDirect.com, Elsevier’s leading platform of peer-reviewed scholarly literature

Submit an article to our SI "Studying Language Processing in the Era of LLMs" We're interested in papers using cognitive priors to improve LLM, using LLMs to understand the brain’s processing of language, or using theories/methods/tests inspired by cognitive science to understand LLMs, and more!

2 months ago 5 1 0 1
Photo of Prof. Dr. Sven Apel wearing glasses and a maroon polo shirt, standing with arms crossed against a light wall with sunlight casting striped shadows. Saarland Informatics Campus logo rests at the top left, while the Saarland University logo rests on the top right. A banner at the bottom reads: “Sven Apel becomes the 11th ACM Fellow of Saarbrücken.”

Photo of Prof. Dr. Sven Apel wearing glasses and a maroon polo shirt, standing with arms crossed against a light wall with sunlight casting striped shadows. Saarland Informatics Campus logo rests at the top left, while the Saarland University logo rests on the top right. A banner at the bottom reads: “Sven Apel becomes the 11th ACM Fellow of Saarbrücken.”

🏆 Saarbrücken now houses 11 ACM Fellows — about 1/3 of all ACM Fellows in Germany — highest of any location nationwide. This year, only 3 new Fellows in Germany were named, and Saarland University software engineering professor Sven Apel was one!

Congrats, Prof. Apel! 👏

🔗 Read more: sic.link/apel

2 months ago 11 5 0 0

🔬 We're hiring a Junior Group Leader for Data-Driven Digital Twins/System Models in medicine/life sciences at @uni_goettingen! Perfect opportunity for early-career researchers who want to:
- Lead their own research group
- Work at the intersection of AI, simulation, and biomedicine

4 months ago 15 16 1 1
Top: A syntax tree for the sentence "the doctor by the lawyer saw the artist".

Bottom: A continuous vector.

Top: A syntax tree for the sentence "the doctor by the lawyer saw the artist". Bottom: A continuous vector.

🤖🧠I'll be considering applications for PhD students & postdocs to start at Yale in Fall 2026!

If you are interested in the intersection of linguistics, cognitive science, & AI, I encourage you to apply!

PhD link: rtmccoy.com/prospective_...
Postdoc link: rtmccoy.com/prospective_...

5 months ago 37 13 2 2
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We're seeking the next Director of the Max Planck Institute for Psycholinguistics! Lead cutting-edge research in language & cognition. Nominations (incl. self) due 19 Dec 2025.
mpi.nl/career-education/vacancies/vacancy/nominations-and-self-nominations-sought-position-director-max

6 months ago 40 45 0 2
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ELLIS Partners with New Max Planck AI Network to Expand Doctoral Opportunities The ELLIS mission is to create a diverse European network that promotes research excellence and advances breakthroughs in AI, as well as a pan-European PhD program to educate the next generation of AI...

🚀 ELLIS partners with the newly launched 𝗠𝗮𝘅 𝗣𝗹𝗮𝗻𝗰𝗸 𝗔𝗜 𝗡𝗲𝘁𝘄𝗼𝗿𝗸 to expand doctoral opportunities across Europe.

Fully funded PhDs with dual supervision: one advisor in ML/AI, one in an application domain, with optional ELLIS co-advisors.

📅 Oct 1-31
🔗 ellis.eu/news/ellis-p...

@maxplanck.de

6 months ago 13 4 0 1

Happy and proud to see @rjantonello.bsky.social’s work awarded by SNL!

7 months ago 30 4 1 0
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So excited and honored to receive an ERC Starting Grant for the project BrainAlign!! BrainAlign will bring LLMs closer to human understanding by directly aligning them with the human brain.

Stay tuned for our findings, and multiple postdoc and PhD openings in the coming years!

7 months ago 46 5 4 1
Home First Workshop on Interpreting Cognition in Deep Learning Models (NeurIPS 2025)

Excited to announce the first workshop on CogInterp: Interpreting Cognition in Deep Learning Models @ NeurIPS 2025! 📣

How can we interpret the algorithms and representations underlying complex behavior in deep learning models?

🌐 coginterp.github.io/neurips2025/

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9 months ago 58 19 1 3
Music-evoked reactivation during continuous perception is associated with enhanced subsequent recall of naturalistic events Music is a potent cue for recalling personal experiences, yet the neural basis of music-evoked memory remains elusive. We address this question by using the full-length film Eternal Sunshine of the Spotless Mind to examine how repeated musical themes reactivate previously encoded events in cortex and shape next-day recall. Participants in an fMRI study viewed either the original film (with repeated musical themes) or a no-music version. By comparing neural activity patterns between these groups, we found that music-evoked reactivation of neural patterns linked to earlier scenes in the default mode network was associated with improved subsequent recall. This relationship was specific to the music condition and persisted when we controlled for a proxy measure of initial encoding strength (spatial intersubject correlation), suggesting that music-evoked reactivation may play a role in making event memories stick that is distinct from what happens at initial encoding. ### Competing Interest Statement The authors have declared no competing interest. National Institutes of Health, https://ror.org/01cwqze88, F99 NS118740, R01 MH112357

Music is an incredibly powerful retrieval cue. What is the neural basis of music-evoked memory reactivation? And how does this reactivation relate to later memory for the retrieved events? In our new study, we used Eternal Sunshine of the Spotless Mind to find out. www.biorxiv.org/content/10.1...

9 months ago 53 21 1 5

Had a great time discussing aligning LLMs to the human brain with the UniReps community. Thank you for inviting me!

This is a new speaker series and there are already some very interesting speakers lined up -- excited for future discussions! Subscribing to stay up to date ✅

9 months ago 2 0 0 0
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NYU LLM + cognitive science post-doc interest form Tal Linzen's group at NYU is hiring a post-doc! We're interested in creating language models that process language more like humans than mainstream LLMs do, through architectural modifications and int...

I'm hiring at least one post-doc! We're interested in creating language models that process language more like humans than mainstream LLMs do, through architectural modifications and interpretability-style steering. Express interest here: docs.google.com/forms/d/e/1F...

10 months ago 42 21 2 1
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🚀Join our team @tuda.bsky.social ! 🚀
I'm looking for 3 PhDs & 1 Postdoc for my @erc.europa.eu project “C4: Compositional Compression in Cognition and Culture” to study learning across individuals, teams, and cultural timescales
👉 PhD: hmc-lab.com/ERC_PhDs.html
👉 Postdoc: hmc-lab.com/ERC_Postdoc....

10 months ago 81 53 2 4
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Looking forward to discussing aligning LLMs to the human brain!

10 months ago 6 0 0 0
NeuroCog » November 17-18, 2025

NEUROCOG 2025 is taking place in Brussels Nov 17–18!

The theme: AI and the Human Brain 🤖 🧠

We’re thrilled to welcome 6 amazing invited speakers:
@evfedorenko.bsky.social, @nicoschuck.bsky.social, @summerfieldlab.bsky.social, @jeffreybowers.bsky.social, @irisgroen.bsky.social & @mtoneva.bsky.social

10 months ago 21 17 1 2

Our ICLR poster is Saturday Morning (Hall 3 + Hall 2B #63)! We (myself with Cory Efird, Alex Murphy and Joel Zylberberg) are excited to share our work searching for Shared Decodable Concepts in the human brain. We used the Natural Scenes Dataset to find the concepts that most drive brain activity…

11 months ago 23 5 2 0

There is still time until tomorrow to apply for a 4-year Research Fellow post in the Language and Cognition Lab @ UCL!

11 months ago 4 3 0 1
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I am so happy—this is the first 1st author paper I have written, since the cancer diagnosis of my late wife seven years ago.
📑 PAPER ALERT: "Beyond binding: from modular to natural vision" in Trends in Cognitive Sciences (2025) sciencedirect.com/science/arti...

1 year ago 119 27 11 3
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Max Planck Postdoc Program Launching in April 2025, the Max Planck Postdoc Program features structured application calls and a comprehensive support system for researchers.

Together with @autreche.bsky.social, Adish Singla, Krishna Gummadi, Goran Radanovic and Nina Grgić-Hlača, we have multiple open positions postdocs in AI, Computing, and Society at the MPI for Software Systems!

Apply by May 13 via the new Max Planck Postdoc Program!
www.mpg.de/en/max-planc...

1 year ago 10 4 0 0
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Research Fellow in Social Learning at UCL Discover Research Fellow in Social Learning jobs and more in higher education on jobs.ac.uk. Apply for further details on the top job board.

Join us in London! The Language and Cognition Lab (with @fourtassi.bsky.social, Yan Gu) is looking for a Research Fellow for 4-years to work on how children and adults from different cultures learn in social interaction.
Ad is here (www.jobs.ac.uk/job/DMN891/r...). DM if you have any question!

1 year ago 10 11 1 1
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Stay tuned for #ARENA Symposium
Abstract Representations in Neural Architectures:
From Human Cognition to Artificial Intelligence

at #teap2025 on 12 March @goetheuni.bsky.social

#CognitiveScience #Neuroscience #AI #DNNs #KnowledgeRepresentation #Psychology #ComputationalNeuroscience

1 year ago 2 1 0 1

One week left to apply!

We'll have so much exciting data for projects: for example, neuropixel data from humans while they listen to sentences courtesy of @shaileejain.bsky.social, Eddie Chang, and his group.

1 year ago 6 4 0 0
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The ECOLANG Multimodal Corpus of adult-child and adult-adult Language Scientific Data - The ECOLANG Multimodal Corpus of adult-child and adult-adult Language

Inaugural post on bsky: The ECOLANG Multimodal Corpus, providing audiovisual recordings and annotations of multimodal communicative behaviours by English-speaking adults in dyadic interaction with a child or another adult is now available rdcu.be/eblMF

1 year ago 49 23 1 0
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I'm hiring a full-time research assistant to start this Summer!

The lab studies perception and cognition from infancy to adulthood using neuroimaging, behavioral, and computational approaches

For more details about the lab and the position, see: vlad-lab.com/join

#psychjobs #neurojobs

1 year ago 43 36 1 1
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Neural codes track prior events in a narrative and predict subsequent memory for details Communications Psychology - Context-dependent temporal structures are represented in multiple ways in parallel in the human brain during processing of temporally extended events. The neural...

Our paper on how neural codes track prior events in a narrative and predict subsequent memory for details, led by @collinsilvy.bsky.social, is now out in Communications Psychology! rdcu.be/d93Vc #neuroskyence #psychscisky

1 year ago 57 19 0 1

🚨Job alert!🚨 Are you curious about curiosity, and looking for a post-doc position? Then please consider applying: www.ru.nl/en/working-a...
Feel free to e-mail/DM me if you have questions.

Thanks very much for sharing/re-posting!

2 years ago 28 36 1 1

Would you like to work at Max Planck Society tenured? A new round of the Lise Meitner Excellence Program for #tenuretrack group leaders opened today - pls consider applying! The program aims to recruit and promote exceptionally qualified female scientists. mpg.de/lise-meitner-e… #LiseMeitnerGroups

1 year ago 104 73 4 4