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Doeller Lab

@doellerlab.bsky.social
609 followers 431 following 18 posts

Cracking the code for cognition.

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Shrey Dixit @shreydixit.bsky.social · 29/09/2026
Find me and my poster at #Bernstein2026 today during Session 1. I will be talking about Infantile Amnesia and how Representational Drift might have something to do with it. The abstract can be found at: abstracts.g-node.org/conference/B...
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Doeller Lab @doellerlab.bsky.social · 25/09/2026
Join us at @mpicbs.bsky.social as a fully funded 3-year PostDoc (m/f/d). Your project will focus on how cognitive maps shape learning, memory, and decision-making. Excellent infrastructure with a leading scientific network. Apply by September 30: postdocprogram.mpg.de/node/58460
postdocprogram.mpg.de
The role of cognitive maps in learning, memory and decision making | Max Planck Postdoc Program
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Andrej Bicanski @andrejbicanski.bsky.social · 22/09/2026
Now accepted and published --- with many thanks to the referees for helping sharpen the manuscript. Long time since the first notes. Good to see it officially out. www.cell.com/current-biol...
cell.com
A vector navigation and inference architecture can construct universal cognitive maps for abstract reasoning
Bicanski proposes an algorithm and neural mechanisms for the iterative construction of abstract cognitive maps via non-local inference. Map positions are triangulated and memorized by a set of extant ...
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Daniel Reznik 🎶 @reznikdaniel.bsky.social · 08/09/2026
Now out in Hippocampus!! 📣💥 We examined anatomical inputs to the hippocampal region in six species - the tenrec, rat, marmoset, cat, macaque, and human - and found that hippocampal processing operates on fundamentally different types of information across species! (1/3) dx.doi.org/10.1002/hipo...
dx.doi.org
Phylogeny of Cortical‐Hippocampal Projections Reveals Selective Elimination of Input From Sensory Regions
The study of cross-species differences in the organization of the cerebral cortex received significant attention during the past century. However, the evolutionary principles governing changes in bra...
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Viktor Studenyak @vstudenyak.bsky.social · 07/09/2026
New preprint from my PhD at MPI CBS 🧠, with @doellerlab.bsky.social and @andrejbicanski.bsky.social “A computational model of the two dentate gyrus blades” What mechanisms allow the two DG blades to support distinct coding regimes? (www.biorxiv.org/content/10.6...) 1/9
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Doeller Lab @doellerlab.bsky.social · 24/08/2026
🧠 Next Mind Meeting Talk! @suthanalab.bsky.social will give a talk titled: Neural Dynamics of Human Memory in the Real World. 🗓 August 27 | 3:00 PM 📍 In person (Zoom available) We look forward to seeing you!
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Shrey Dixit @shreydixit.bsky.social · 03/08/2026
Find me at #CCN2026 presenting my poster on the 5th of August in NYC. I'll be obsessing over World Models and why they are so much more interesting when they're probabilistic! You can also find my poster online at: drive.google.com/file/d/1pebH...
drive.google.com
Shrey Poster CCN 2026.pdf
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Fabian Schwimmbeck @fabian31415.bsky.social · 24/07/2026
Can we study MTL ripples non-invasively? New preprint! We show that source-resolved MEG tracks ripple-like activity during sleep that: • localizes to the MTL • follows the canonical SO–spindle hierarchy • matches an iEEG benchmark • indexes memory reactivation www.biorxiv.org/content/10.6...
biorxiv.org
Non-invasive tracking of ripple-like activity during human sleep using MEG
Hippocampal ripples are considered a key mechanism of sleep-dependent memory consolidation. In humans, however, their direct investigation has relied on invasive recordings from patients with epilepsy...
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Casper Kerrén @ckerren.bsky.social · 24/07/2026
Excited to finally share our new paper in @natcomms.nature.com: Hippocampal ripples initiate cortical dimensionality expansion for memory retrieval www.nature.com/articles/s41... With @s-michelmann.bsky.social and @doellerlab.bsky.social
nature.com
Hippocampal ripples initiate cortical dimensionality expansion for memory retrieval - Nature Communications
How past experiences are reconstructed from memory remains unclear. Here the authors used intracranial EEG to show that hippocampal ripples reshape the geometry of cortical representations, supporting...
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Doeller Lab @doellerlab.bsky.social · 14/07/2026
Join us at @mpicbs.bsky.social as a fully funded 4-year PostDoc (m/f/d) in Cognitive & Computational Neuroscience (Area: Functions of the Perirhinal Cortex). Excellent infrastructure with a leading scientific network. Apply by 17 August: recruitingapp-5218.de.umantis.com/Vacancies/44...?
recruitingapp-5218.de.umantis.com
Fully funded PostDoc Position (m/f/d) for 4 years in Cognitive and Computational Neuroscience (Area: Functions of the Perirhinal Cortex) - Doeller Lab | Karriereportal Max-Planck-Institut für Kogniti...
Fully funded PostDoc Position (m/f/d) for 4 years in Cognitive and Computational Neuroscience (Area: Functions of the Perirhinal Cortex) - Doeller Lab | Karriereportal Max-Planck-Institut für Kogniti...
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IMPRS CoNI @imprsconi.bsky.social · 03/07/2026
After three inspiring & great days with lectures, posters, & exchanges, our 2nd #IMPRS CoNI #SummerSchool ended two days ago. It was great! A heartfelt thank you to the speakers, participants, & organization team. See you in two years at!😍😘🧠😀 imprs-coni.mpg.de/summerschool...
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Doeller Lab @doellerlab.bsky.social · 04/06/2026
Join us at the Max Planck Institute in Leipzig as a fully funded 4-year postdoc position (m/f/d) in Cognitive and Computational Neuroscience (Area: Social Cognition). Excellent infrastructure with a leading scientific network. Apply by 13 July: recruitingapp-5218.de.umantis.com/Vacancies/44...?
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Doeller Lab @doellerlab.bsky.social · 05/05/2026
🧠 Next Mind Meeting Talk! Jennifer Li and Drew Robson from the RoLi Lab at @mpicybernetics.bsky.social will give a talk titled: Uncovering the neural mechanisms of spatial cognition with behavior-aware autonomous microscopes.
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Shrey Dixit @shreydixit.bsky.social · 18/04/2026
Thanks for the invite! Really looking forward to this
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Fei Wang @ffeiwang.bsky.social · 08/04/2026
1/N: Dear colleagues, I would like to share a new paper on the subiculum, part of my PhD with the Neural Computation Group @andrejbicanski.bsky.social @mpicbs.bsky.social . We present “A theory of subicular function and generalized vector coding” that we call Disco. www.biorxiv.org/content/10.6...
biorxiv.org
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Doeller Lab @doellerlab.bsky.social · 26/03/2026
For our next Mind Meeting, we will have @virginievanw.bsky.social (Paris-Saclay University, France). She will give a talk titled "Making Sense of Time (in the brain)." 🗓 April 2 | 3:00 PM 📍 In person (Zoom available)
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Max Planck Institute for Human Cognitive and Brain Sciences @mpicbs.bsky.social · 20/03/2026
Mehr zu unserem #Leibniz Preisträger Christian Doeller @doellerlab.bsky.social hier zum Reinhören 😀💫🏅: www.mdr.de/wissen/leibn...
mdr.de
Dieser Mann kennt das Navi in Ihrem Kopf | MDR.DE
Unser Gehirn hat ein eingebautes Navigationssystem: Es hilft uns, Wege zu finden und sogar Wissen zu ordnen. Der Neurowissenschaftler Christian Doeller hat dieses System entschlüsselt und erhält dafür...
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Shrey Dixit @shreydixit.bsky.social · 09/03/2026
Can whole-brain fMRI responses to naturalistic video stimuli be predicted using only transcripts? Last year, I gave a tutorial on exactly that. Since the response was very positive, I’ve now released both the tutorial notebook and the trained models publicly.
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Andrej Bicanski @andrejbicanski.bsky.social · 09/03/2026
1/N: Dear cognitive map fans, I’d like to share a model I’ve been working on for a while (clearing backlog :). I show how a vector navigation architecture (VNA) and a “positional inference network” (PIN) can build Universal Cognitive Maps (UCMs) for abstract spaces. www.biorxiv.org/content/10.6...
biorxiv.org
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Andrej Bicanski @andrejbicanski.bsky.social · 09/03/2026
Now out in Hippocampus. Fei Wang‘s model of Trace Vector Cells and intra-subiculum processing, consistent with know effects in CA1. onlinelibrary.wiley.com/share/CPZPYM...
onlinelibrary.wiley.com
Dynamic Updating of Cognitive Maps via Traces of Experience in the Subiculum
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Qiaoli Huang @qiaoli-huang.bsky.social · 18/02/2026
Our new preprint is out on bioRxiv! @doellerlab.bsky.social We show that eye-movement sequences actively organize information by aligning with underlying structure and flexibly adapting to cognitive demands in working memory. www.biorxiv.org/content/10.6...
biorxiv.org
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Doeller Lab @doellerlab.bsky.social · 11/02/2026
Reminder: This is happening tomorrow. @lukaskunz.bsky.social will be giving a talk, titled: Probing the cellular correlates of cognitive maps through human single-neuron recordings.
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Doeller Lab @doellerlab.bsky.social · 04/02/2026
🧠 The Mind Meeting Series is back! Organized by us & Bicanski Lab, featuring leading scientists in cognitive and computational neuroscience. Our first speaker is @lukaskunz.bsky.social (University Hospital Bonn). 🗓 February 12 | 3:00 PM 📍 In person (Zoom available) We look forward to seeing you!
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Nico Schuck @nicoschuck.bsky.social · 18/01/2026
How do we achieve few-shot generalization? New work led by @fabianrenz.bsky.social dives into the role of replay in learning and using structure to generalize reward. Dream team effort with Shany Grossman @nathanieldaw.bsky.social Peter Dayan & @doellerlab.bsky.social www.biorxiv.org/content/10.6...
biorxiv.org
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Qiaoli Huang @qiaoli-huang.bsky.social · 16/01/2026
Our new paper, now published in Cell Reports, asks how the brain adaptively shapes its representations according to the statistical structure of the environment to overcome the limits of working memory capacity. www.cell.com/cell-reports...
cell.com
Efficient coding in working memory is adapted to the structure of the environment
Huang et al. show that the brain optimizes working memory by compressing information when environmental regularities exist. MEG reveals distinct neural systems for abstract structure and item details,...
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Casper Kerrén @ckerren.bsky.social · 08/01/2026
New preprint: Inference over hidden contexts shapes the geometry of conceptual knowledge for flexible behaviour. In this pre-reg study, our core claim was that we don’t just learn stimulus-reward. We infer hidden context and that inference re-wires attention and neural state space on the fly. 1/8
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The Transmitter @thetransmitter.bsky.social · 22/12/2025
Amid the rise of billion-parameter models, I argue that toy models, with just a few neurons, remain essential—and may be all neuroscience needs, writes @marcusghosh.bsky.social. #neuroskyence www.thetransmitter.org/theoretical-...
thetransmitter.org
Not playing around: Why neuroscience needs toy models
Amid the rise of billion-parameter models, I argue that toy models, with just a few neurons, remain essential—and may be all neuroscience needs.
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Volker Reisner @reisnerv.bsky.social · 22/12/2025
We’re very happy to share that our work on 3D spatial memory was published in PNAS just before the end of the year! 🎉 Link: www.pnas.org/doi/10.1073/... (1/8)
pnas.org
PNAS
Proceedings of the National Academy of Sciences (PNAS), a peer reviewed journal of the National Academy of Sciences (NAS) - an authoritative source of high-impact, original research that broadly spans...
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Doeller Lab @doellerlab.bsky.social · 17/12/2025
Congratulations @maxhinrichs.bsky.social on winning the Best Presentation Award last week at the MPUTC Symposium: Frontiers in Neuroscience & Technology - Emerging Minds.
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Janis Keck @keckjanis.bsky.social · 04/12/2025
New preprint! Have you ever wondered, what are these fuzzy simplicial sets, the theoretical framework behind e.g. UMAP? Here we show that you may simply see them as marginal distributions over simplicial sets. This provides a generative model for UMAP. (1/2) arxiv.org/abs/2512.03899
arxiv.org
Probabilistic Foundations of Fuzzy Simplicial Sets for Nonlinear Dimensionality Reduction
Fuzzy simplicial sets have become an object of interest in dimensionality reduction and manifold learning, most prominently through their role in UMAP. However, their definition through tools from alg...
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Doeller Lab @doellerlab.bsky.social · 02/12/2025
Interesting findings with important applications
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Giuliano Giari @giulianogiari.bsky.social · 16/11/2025
Work co-first authored with @vigano.bsky.social, together with @bottinilab.bsky.social and @doellerlab.bsky.social Preprint: doi.org/10.1101/2025...
doi.org
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Luise Graichen @graichenl.bsky.social · 20/10/2025
✨My first first-author paper is out✨ Entorhinal grid-like codes for visual space during memory formation in @natcomms.nature.com ➡️ rdcu.be/eLRm2 Big thanks to everyone ‪@isabellacwagner.bsky.social‬, @tobiasstaudigl.bsky.social, @olejensen.bsky.social, @doellerlab.bsky.social, @clauslamm.bsky.social
rdcu.be
Entorhinal grid-like codes for visual space during memory formation
Nature Communications - Eye movements during scene viewing are tied to grid-like codes in the entorhinal cortex. Grid signals are specific to later remembered scenes, covary with activity in...
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Doeller Lab @doellerlab.bsky.social · 06/10/2025
⏳ Deadline approaching! Apply by 13 Oct for the Postdoc in Cognitive Neuroscience at MPI Leipzig.
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Andrej Bicanski @andrejbicanski.bsky.social · 03/10/2025
New preprint from the lab and great work by Fei Wang. We show how subiculum trace vector cells can be modeled consistent with known effects in CA1. Traces are driven by a mismatch learning rule to keep associative memories in line with experience. www.biorxiv.org/content/10.1...
biorxiv.org
Dynamic updating of cognitive maps via traces of experience in the subiculum
In the classical view of hippocampal function, the subiculum is assigned the role as the output layer. In spatial paradigms, some subiculum neurons manifest as so-called boundary vector cells (BVCs), ...
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Doeller Lab @doellerlab.bsky.social · 23/09/2025
Join us at the Max Planck Institute in Leipzig as a Postdoc to explore cognitive maps in the human brain: learning, memory & the formation of structural representations. Excellent infrastructure with a leading scientific network. Apply by 13 October: postdocprogram.mpg.de/node/21187
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Nicholas Menghi @nichome.bsky.social · 23/09/2025
🚨 New preprint! Impact of Task Similarity and Training Regimes on Cognitive Transfer and Interference 🧠 We compare humans and neural networks in a learning task, showing how training regime and task similarity interact to drive transfer or interference. www.biorxiv.org/content/10.1...
biorxiv.org
Impact of Task Similarity and Training Regimes on Cognitive Transfer and Interference
Learning depends not only on the content of what we learn, but also on how we learn and on how experiences are structured over time. To investigate how task similarity and training regime interact dur...
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Doeller Lab @doellerlab.bsky.social · 05/09/2025
Congratulations to @reznikdan.bsky.social and @sofievalk.bsky.social for this tremendous achievement!
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Qiaoli Huang @qiaoli-huang.bsky.social · 26/08/2025
Happy to share our new preprint. We found that brain adaptively switches between relational and item-based coding strategies based on the structure of memory contents. @doellerlab.bsky.social www.biorxiv.org/content/10.1...
biorxiv.org
Efficient coding in working memory is adapted to the structure of the environment
Working memory (WM) relies on efficient coding strategies to overcome its limited capacity, yet how the brain adaptively organizes WM representations to maximize coding efficiency based on environment...
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Doeller Lab @doellerlab.bsky.social · 31/07/2025
Excellent outcome of #Algonauts2025 challenge by @algonautsproject.bsky.social: Phase 1 winners, 2nd overall. Congratulations to everyone involved.
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Janis Keck @keckjanis.bsky.social · 25/06/2025
Excited to share that our work on the interplay of symmetric learning rules and successor representations (SR) is published in @plos.org (comp.bio) Work done together with @doellerlab.bsky.social, @caswell.bsky.social and Juergen Jost. doi.org/10.1371/jour... #neuroskyence #compneurosky 1/n
doi.org
Impact of symmetry in local learning rules on predictive neural representations and generalization in spatial navigation
Author summary The hippocampus is a brain region which plays a crucial role in spatial navigation for both animals and humans. Contemporarily, it’s thought to store predictive representations of the e...
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Shrey Dixit @shreydixit.bsky.social · 25/06/2025
🚨Preprint Alert: Who Does What in Deep Learning? Multidimensional Contribution of Neural Units using Game Theory: arxiv.org/abs/2506.19732 The result of my MSc thesis is out with @kayson.bsky.social @fatemehhadaeghi.bsky.social @patrickmineault.bsky.social @kordinglab.bsky.social, Claus C. Hilgetag
arxiv.org
Who Does What in Deep Learning? Multidimensional Game-Theoretic Attribution of Function of Neural Units
Neural networks now generate text, images, and speech with billions of parameters, producing a need to know how each neural unit contributes to these high-dimensional outputs. Existing explainable-AI ...
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Salma Elnagar @salmaelnagar.bsky.social · 19/06/2025
📣 Very excited for our symposium on “Building Knowledge Structures” tomorrow at 16:30 at @pug2025.bsky.social Together with amazing people: @barnaveliirina.bsky.social @lukaskunz.bsky.social @mirkothm.bsky.social and Andrea Greve
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Volker Reisner @reisnerv.bsky.social · 22/05/2025
New preprint! We explored how learned movement patterns affect our sense of traveled distance and proposed a neurocomputational model that leverages embodied memories to denoise spatial codes. 🔗 www.biorxiv.org/cgi/content/...
biorxiv.org
Re-enacting steps supports human path integration consistent with motor-corrected grid cell drift
Efficient navigation, especially in the absence of vision, requires path integration - the continuous updating of spatial position from self-motion cues. However, path integration is prone to cumulati...
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Irina Barnaveli @barnaveliirina.bsky.social · 08/05/2025
Our paper in @natcomms.nature.com, we show how cognitive maps in the hippocampal system could solve the general problem of representing and relating multiple alternative action plans.  doi.org/10.1038/s414... With @doellerlab.bsky.social, Patrick Haggard, @vigano.bsky.social, Daniel Reznik
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Casper Kerrén @ckerren.bsky.social · 29/04/2025
🧠✨How do we rebuild our memories? In our new study, we show that hippocampal ripples kickstart a coordinated expansion of cortical activity that helps reconstruct past experiences. We recorded iEEG from patients during memory retrieval... and found something really cool 👇(thread)
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Doeller Lab @doellerlab.bsky.social · 31/03/2025
Come meet our lab at #CNS2025 today during the Poster Sessions! 🧠 We’re excited to share work on mental organization, knowledge representation, conceptual spaces & task simulation. Details are in the thread 👇
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