Sign in

Milena Musial

@milenamusial.bsky.social
174 followers 410 following 21 posts

Researching learning and its underlying neural representations in humans 🧠 / Final year ECN & BCCN PhD Fellow milenamusial.com

PostsRepliesMedia
Reposted by Milena Musial
Marcel Binz @marcelbinz.bsky.social · 18/09/2026
📢 The CORE COGNITION lab (core-cognition.github.io) is looking to hire another PhD student, working on automated scientific discovery and knowledge representation in cognitive science. Starting date: March to September 2027. 🙏 Please share widely!
core-cognition.github.io
CORE COGNITION
CORE COGNITION works towards a unified theory of human cognition, instantiated in models that simulate, predict, and explain human behavior.
11716
Milena Musial @milenamusial.bsky.social · 20/08/2026
New paper 📃🎉 FMRI learning paradigms in addiction research usually use monetary rewards - even though theories predict differences in midbrain RPE signalling and value associated with drug vs. non-drug-related reinforcers. We took a first step to address this limitation: doi.org/10.1016/j.ad...
doi.org
Redirecting
142
Reposted by Milena Musial
Alireza Modirshanechi @modirshanechi.bsky.social · 15/08/2026
Excited to share that I'll be starting as a junior professor and Emmy Noether awardee at the University of Göttingen this October! 🥳 🚀 I'll be hiring #phd students and #postdoc across #machinelearning, #neuroscience and #cogsci: modirlab.github.io/open-positio... Please spread the word! 🙏
PhD ad informationPostdoc ad informationInformation about Göttingen and equal opportunities
1217059
Reposted by Milena Musial
Claire Sturgill @clairesturgill.bsky.social · 03/08/2026
I'm very excited to present a poster (C-18, Wednesday 9:30) at #CCN2026, describing neural signatures of internal decision-making in the monkey vlPFC. If you want to learn more about how sensory value influences percept selection, come check it out!
0317
Reposted by Milena Musial
Eric Schulz @ericschulz.bsky.social · 21/07/2026
We are looking for a postdoctoral researcher who wants to innovate at the intersection of cognitive science, neuroscience, and machine learning. 📍Munich 📅Flexible start: 10/2026–03/2027 ⏳Full consideration by 14/08/2026 💼Funded for 2 years, extension possible Discover, grow, collaborate, eat cake.
02524
Reposted by Milena Musial
Alon Baram @alonbaram.bsky.social · 29/06/2026
How does the human brain extract abstract structure from experience? We show that sensory-independent relational representations emerge in mPFC over several days. Work with @mgarvert.bsky.social and @behrenstimb.bsky.social now out in @currentbiology.bsky.social: www.cell.com/current-biol...
211640
Milena Musial @milenamusial.bsky.social · 10/06/2026
Inspired by the program today at www.neuromonster.org conference in Rome and already looking forward to tomorrow's CogSci-focused talks! On that note, also happy to announce that I have recently joined Thinking about Thinking as an Ambassador @thoughtchannel.bsky.social!
neuromonster.org
7th International Conference on the Mathematics of Neuroscience and AI
022
Reposted by Milena Musial
Kevin J Miller @kevinjmiller.bsky.social · 03/06/2026
Computational models are a key part of science but discovering new ones is hard! DataDIVER discovers concise models from data, which surface new mechanistic ideas and clear predictions for future experiments From Google Deepmind Neuroscience Lab + collaborators www.biorxiv.org/content/10.6...
112846
Milena Musial @milenamusial.bsky.social · 04/06/2026
In beautiful Heidelberg today and tomorrow at #PUG2026! 🌞 If you are interested in Habits in Psychopathology, come to our symposium tomorrow at 4pm, lecture hall 15! I‘ll be talking about successor representation use in high-risk drinking and alcohol-related contexts.
151
Reposted by Milena Musial
Stephan Pohl @stephanpohl.bsky.social · 20/03/2026
What does it take to show the brain represents something? We offer a framework that brings conceptual clarity to representation, systematizing how decoding, encoding, RSA, etc. bear on that question. This makes explicit what findings establish and where interpretations go too far.
0246
Reposted by Milena Musial
Lea Mertens @leamert.bsky.social · 18/03/2026
Excited to share our study on the Efficacy and Safety of Psilocybin in Treatment-Resistant Depression (EPISODE) - now published in @jamapsychiatry.com A negative effect on primary outcome, but evidence for a relevant antidepressant effect of 25 mg psilocybin with psychotherapy in TRD.
041
Reposted by Milena Musial
SfN Journals @sfnjournals.bsky.social · 30/01/2026
#JNeurosci: Results from Hall-McMaster, @nicoschuck.bsky.social, @gershbrain.bsky.social et al suggest the entorhinal cortex might highlight aspects of past experiences that can be generalized, allowing us to make effective decisions in new environments doi.org/10.1523/JNEUROSCI.1492-25.2…
0268
Reposted by Milena Musial
Aaron Milstein @neurosutras.bsky.social · 06/01/2026
www.biorxiv.org/content/10.6...
biorxiv.org
Capturing Rapid Behavioral Adaptation in an Unified Theory of the Hippocampal Cognitive Map and its Neural Implementation
Animals rapidly and flexibly adapt their behavior by forming an internal cognitive map. The cognitive map has been studied at multiple levels, including normative, representational, and mechanistic ac...
063
Reposted by Milena Musial
Mark D Humphries @markdhumphries.bsky.social · 27/11/2025
Terrific work led by @emmaroscow.bsky.social showing that hippocampal replay reflects events with large prediction errors, all the better to bootstrap learning as we slumber Congratulations to Matt Jones & Nathan Lepora for seeing this through to the end! www.nature.com/articles/s41...
nature.com
Post-learning replay of hippocampal-striatal activity is biased by reward-prediction signals - Nature Communications
It is unclear which aspects of experience shape sleep’s contributions to learning. Here, by combining neural recordings in rats with reinforcement learning, the authors show that reward-prediction sig...
02311
Reposted by Milena Musial
Lieneke Janssen @lkjanssen.bsky.social · 14/10/2025
Fresh from the press 🍃 In this article, we put forward a framework for understanding goal-directed and habitual control. We propose how interactive loops in the brain & shortcuts between them may shape our behavior – and that of Transformers. Looking forward to your thoughts💡 doi.org/10.1016/j.ti...
doi.org
Redirecting
0116
Milena Musial @milenamusial.bsky.social · 21/10/2025
Ever wondered whether goal-directed behavior on lab-based tasks and its neural correlates can predict behavior in day-to-day life? We did too and our study is finally out in Translational Psychiatry! 🧠 www.nature.com/articles/s41... 1/9
nature.com
Goal-directed behavior and hippocampal activity predict real-life impact of drinking intentions in alcohol use disorder - Translational Psychiatry
Translational Psychiatry - Goal-directed behavior and hippocampal activity predict real-life impact of drinking intentions in alcohol use disorder
1132
Reposted by Milena Musial
Gordon Feld @gordonfeld.bsky.social · 16/10/2025
The official 2026 Psychology and Brain meeting website is now online! Save the date: June 4 – 6, 2026 in Heidelberg, Germany More information to follow shortly on the website. We already have some awesome keynotes lined up. pug2026.org @biodgps-dgpa.bsky.social @igor-dgps.bsky.social
pug2026.org
PUG2026 – PUG 2026: June 4–6, 2026, Heidelberg, Germany
04522
Reposted by Milena Musial
Soroush Mirjalili @soroushmirjalili.bsky.social · 14/10/2025
🧠🚨 How does the hippocampus transform the visual similarity space to resolve memory interference? In this new preprint, we found that the hippocampus sequentially inverts the behaviorally relevant dimensions of similarity 🧵 www.biorxiv.org/content/10.1...
biorxiv.org
Hippocampal transformations occur along dimensions of memory interference
The role of the hippocampus in resolving memory interference has been greatly elucidated by considering the relationship between the similarity of visual stimuli (input) and corresponding similarity o...
410233
Reposted by Milena Musial
Kris Jensen @kristorpjensen.bsky.social · 24/09/2025
I’m super excited to finally put my recent work with @behrenstimb.bsky.social on bioRxiv, where we develop a new mechanistic theory of how PFC structures adaptive behaviour using attractor dynamics in space and time! www.biorxiv.org/content/10.1...
922286
Reposted by Milena Musial
Deng Pan @dengpan.bsky.social · 28/08/2025
🚨We believe this is a major step forward in how we study hippocampus function in healthy humans. Using novel behavioral tasks, fMRI, RL & RNN modeling, and transcranial ultrasound stimulation (TUS), we demonstrate the causal role of hippocampus in relational structure learning.
213247
Reposted by Milena Musial
Nico Schuck @nicoschuck.bsky.social · 22/08/2025
Delighted to share our work on replay and successor representations! We find replay during very short task pauses in human visual cortex that is linked to learning SRs & happens when learning is implicit. Study led by @lnnrtwttkhn.bsky.social #compneuro #neuroskyence www.pnas.org/doi/10.1073/...
pnas.org
Replay in the human visual cortex during brief task pauses is linked to implicit learning of successor representations | PNAS
Humans can implicitly learn about multistep sequential relationships between events in the environment from their statistical co-occurrence. Theore...
213850
Reposted by Milena Musial
Alex Pike @alexandrapike.bsky.social · 19/08/2025
For anyone wondering why preprints are suddenly offline! Would be useful if the redirect message said something more useful than ‘page not found’…
041
Reposted by Milena Musial
Payam Piray @payampiray.bsky.social · 12/08/2025
New paper with @nathanieldaw.bsky.social in Nature Communications: an RL model that builds a successor map compositionally. The new model plans as well as the best models, and it links components of the map used for planning to neural codes in the medial entorhinal cortex. rdcu.be/eAofi
rdcu.be
Reconciling flexibility and efficiency: medial entorhinal cortex represents a compositional cognitive map
Nature Communications - How the brain creates compositional cognitive maps that support both flexible and efficient planning remains poorly understood. Here, authors propose a...
17820
Milena Musial @milenamusial.bsky.social · 10/08/2025
Just uploaded the preprint 📄 for this project! „The successor representation in high-risk drinking and alcohol-related contexts“ Check it out at osf.io/preprints/ps...
osf.io
OSF
020
Reposted by Milena Musial
bioRxiv Neuroscience @biorxiv-neursci.bsky.social · 01/08/2025
Entorhinal cortex signals dimensions of past experience that can be generalised in a novel environment www.biorxiv.org/content/10.1101/202…
0165
Reposted by Milena Musial
Berlin University Alliance @berlinualliance.bsky.social · 28/07/2025
🌍 Ready to take your research career to the global stage? Whether you’re pursuing a #PhD, #Postdoc, or #Professorship — #Berlin is your next stop! Check out our new Global Scholars’ Gateway, your one-stop-shop for research opportunities in Berlin! 👉 www.berlin-university-alliance.de/en/commitmen...
033
Reposted by Milena Musial
Ahmet O. Ceceli @aoceceli.bsky.social · 19/07/2025
Super excited to contribute to this book with our chapter "Enhancing Ecological Validity in Habit Research via Naturalistic Methods" (with Elizabeth Tricomi). Thanks, @dvsmith.bsky.social, @thepsychologist.bsky.social, and @dfareri.bsky.social for organizing! osf.io/preprints/ps...
osf.io
OSF
032
Reposted by Milena Musial
Parnian Rafei @parnianrafei.bsky.social · 08/07/2025
🚨 New paper alert! Do time constraints reveal habitual behaviour? 🤔 We directly compared two major paradigms in the habit research field (Outcome Devaluation vs Response Remapping) under identical training and forced-response conditions 🧠 ⏲️ ⌨️ preprint: osf.io/preprints/ps...
osf.io
OSF
1159
Milena Musial @milenamusial.bsky.social · 13/07/2025
Excited to present our latest findings on what role the successor representation plays in high-risk drinking and alcohol-related contexts at #CPConf2025! Come by at poster 2.31 on Tuesday to discuss how the SR fits in with the habit account of addiction 💭 www.cpconf.org
cpconf.org
Computational Psychiatry Conference
Tübingen, Germany (July 14-16, 2025)
260
Milena Musial @milenamusial.bsky.social · 02/07/2025
This sounds incredibly interesting!
010
Reposted by Milena Musial
Jess Rohmann @jlrohmann.bsky.social · 01/07/2025
It is now possible for participants to sign up for the "Unconference" focused on taking action on responsible research! Scientists, science managers, journal editors, policy makers & more - take a look at the 10 interesting projects that will be developed on site during the event! 🧪 🌟Please share!🌟
1169
Reposted by Milena Musial
Nico Schuck @nicoschuck.bsky.social · 06/06/2025
One way to tackle a new task is to reuse solutions from the past. Check out Sam Hall-McMaster's latest finding that strategy reuse is accompanied by neural reactivation of prior solutions @plosbiology.org Collab w/ M Tomov & @gershbrain.bsky.social #neuroskyence journals.plos.org/plosbiology/...
journals.plos.org
Neural evidence that humans reuse strategies to solve new tasks
Humans can apply solutions used in past problems to new problems. In this study, the authors reveal the neural correlates of this process, known as generalization, and show that humans apply past poli...
17319
Reposted by Milena Musial
Jonathan Birch @birchlse.bsky.social · 08/05/2025
Please join me, @petergs.bsky.social, @jeffsebo.bsky.social, @aliboyle.bsky.social, Marta Halina, Nick Shea and Matt Sims online or in London, 28 May, for Grades of Mind: Agency, Memory, Sentience - a workshop so interesting it doesn't need a relevant image. www.lse.ac.uk/philosophy/e...
lse.ac.uk
Grades of Mind: Agency, Memory, Sentience
“In attempting to understand the elements out of which mental phenomena are compounded, it is of the greatest importance to remember that from the protozoa to man there is nowhere a very wide…
04013
Reposted by Milena Musial
The Transmitter @thetransmitter.bsky.social · 28/03/2025
What could large-scale AI do for neuroscience? What barriers prevent us from pursuing an AlphaFold for the brain? What are the limits of scale, and where will we need more tailored solutions? Eva ​​Dyer and @tyrellturing.bsky.social ask nine neuroscientists to weigh in. bit.ly/4iXjK3q
bit.ly
Accepting “bitter lesson” and embracing brain’s complexity
To gain insight into complex neural data, we must move toward a data-driven regime, employing large models trained on vast amounts of data. Experts weigh in.
1124
Reposted by Milena Musial
Tobias Hauser @tobiasuhauser.bsky.social · 06/02/2025
Abstract submission extended! You can now submit your abstract to the Computational Psychiatry Conference until next Friday, 14th February #CPConf2025
0149