CMC Unit

CMC Unit

@cmc-unit.bsky.social

In Computational Machinery of Cognition (CMC) Unit we aim to uncover the computational, biological, and ecological principles underlying adaptive decision-making. | Co-PIs: @roxana-zeraati.bsky.social & @neuroprinciplist.bsky.social | http://cmc-unit.org/

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We, the Natural Decision Making Group and the Embodied Decision Making Group, are joining forces to establish the CMC Unit, a joint research unit to uncover computational, biological, and ecological principles underlying adaptive decision-making. You can read more about us here: cmc-unit.org

CMC Unit reposted

We are thrilled 🥳 to share that we’re joining forces with @roxana-zeraati.bsky.social to establish a joint research unit, @cmc-unit.bsky.social integrating embodied and natural decision making across species! We also have open PhD and postdoc positions (check below for more info) 🎉

CMC Unit@cmc-unit.bsky.social

We, the Natural Decision Making Group and the Embodied Decision Making Group, are joining forces to establish the CMC Unit, a joint research unit to uncover computational, biological, and ecological principles underlying adaptive decision-making. You can read more about us here: cmc-unit.org

CMC Unit reposted

Re-post 🔁 is appreciated! #neurojobs: we’re looking for new team members to join us @cmc-unit.bsky.social!
If you’d like to study decision-making in naturalistic & embodied contexts (integrating RL, RNNs & cross-species data analysis) in a cool & collaborative research environment 😎, check 👇

Roxana Zeraati@roxana-zeraati.bsky.social

Link to ads: Postdoc position: nextcloud.tuebingen.mpg.de/index.php/s/... PhD position: nextcloud.tuebingen.mpg.de/index.php/s/... We’re also both at @bernsteinneuro.bsky.social and happy to chat!

CMC Unit reposted

It’s less than 10 days until we start reviewing applications for our postdoc position @mpicybernetics.bsky.social. If you’re interested in cross-species studies of adaptive decision-making, make sure to submit your applications by Oct 30. The deadline for our PhD position is also approaching!

Roxana Zeraati@roxana-zeraati.bsky.social

Link to ads: Postdoc position: nextcloud.tuebingen.mpg.de/index.php/s/... PhD position: nextcloud.tuebingen.mpg.de/index.php/s/... We’re also both at @bernsteinneuro.bsky.social and happy to chat!

CMC Unit reposted

Re-post 🔁 is appreciated! #neurojobs: we’re looking for new team members to join us @cmc-unit.bsky.social!
If you’d like to study decision-making in naturalistic & embodied contexts (integrating RL, RNNs & cross-species data analysis) in a cool & collaborative research environment 😎, check 👇

Shervin Safavi@neuroprinciplist.bsky.social

Link to ads: Postdoc position: nextcloud.tuebingen.mpg.de/index.php/s/... PhD position: nextcloud.tuebingen.mpg.de/index.php/s/... We’re also both at @bernsteinneuro.bsky.social and happy to chat!

CMC Unit reposted

It’s less than 10 days until we start reviewing applications for our postdoc position @mpicybernetics.bsky.social, if you’re interested in cross-species studies of adaptive decision-making, make sure to submit your applications by Oct 30. The deadline for our PhD position is also approaching!

Shervin Safavi@neuroprinciplist.bsky.social

Link to ads: Postdoc position: nextcloud.tuebingen.mpg.de/index.php/s/... PhD position: nextcloud.tuebingen.mpg.de/index.php/s/... We’re also both at @bernsteinneuro.bsky.social and happy to chat!

CMC Unit reposted

It’s less than 10 days until we start reviewing applications for our postdoc position @mpicybernetics.bsky.social. If you’re interested in cross-species study of adaptive decision-making in a super cool lab 😎 submit your applications by Oct 30. The deadline for our PhD position is also approaching!

CMC Unit@cmc-unit.bsky.social

PhD: nextcloud.tuebingen.mpg.de/index.php/s/... Postdoc: nextcloud.tuebingen.mpg.de/index.php/s/...

CMC Unit reposted

The TNC Neurocolloquium series started the year off with a riveting talk from two-time GTC Alumna Dr. Roxana Zeraati, Minerva Fast Track Group Leader at the MPI here in Tübingen, who spoke about "Adaptive Decision-Making in Dynamic Multi-Timescale Environments." Thank you again for your insights!

It’s less than 10 days until we start reviewing applications for our postdoc position @mpicybernetics.bsky.social. If you’re interested in cross-species study of adaptive decision-making in a super cool lab 😎 submit your applications by Oct 30. The deadline for our PhD position is also approaching!

CMC Unit@cmc-unit.bsky.social

PhD: nextcloud.tuebingen.mpg.de/index.php/s/... Postdoc: nextcloud.tuebingen.mpg.de/index.php/s/...

CMC Unit reposted

We are thrilled 🥳 to share that we’re joining forces with @neuroprinciplist.bsky.social to establish a joint research unit, @cmc-unit.bsky.social integrating natural and embodied decision making across species! We also have open PhD and postdoc positions (check below for more info) 🎉

CMC Unit@cmc-unit.bsky.social

We, the Natural Decision Making Group and the Embodied Decision Making Group, are joining forces to establish the CMC Unit, a joint research unit to uncover computational, biological, and ecological principles underlying adaptive decision-making. You can read more about us here: cmc-unit.org

CMC Unit reposted

Re-post 🔁 is appreciated! #neurojobs: we’re looking for new team members to join us @cmc-unit.bsky.social!
If you’d like to study decision-making in naturalistic & embodied contexts (integrating RL, RNNs & cross-species data analysis) in a cool & collaborative research environment 😎, check 👇

CMC Unit@cmc-unit.bsky.social

PhD: nextcloud.tuebingen.mpg.de/index.php/s/... Postdoc: nextcloud.tuebingen.mpg.de/index.php/s/...

CMC Unit reposted

Replying to @cmc-unit.bsky.social

CMC unit really packed all the best elements into one opportunity—RL, RNNs, and cross-species analysis 🫰

Re-post 🔁 is appreciated! #neurojobs: we’re looking for new team members to join us @cmc-unit.bsky.social!
If you’d like to study decision-making in naturalistic & embodied contexts (integrating RL, RNNs & cross-species data analysis) in a cool & collaborative research environment 😎, check 👇

CMC Unit@cmc-unit.bsky.social

PhD: nextcloud.tuebingen.mpg.de/index.php/s/... Postdoc: nextcloud.tuebingen.mpg.de/index.php/s/...

CMC Unit reposted

If you’re attending #BernsteinConference, don’t miss our contributed talk today on how considering embodied constraints (motor control + homeostasis) affects decision making during foraging!

CMC Unit@cmc-unit.bsky.social

Wed, Sep 30 2026, 17:45, @sanouri.bsky.social and @neuroprinciplist.bsky.social will give a contributed talk in the main meeting on how the internal state of a neural network shapes its foraging behavior: abstracts.g-node.org/conference/B...

CMC Unit reposted

If you’re interested in how to identify behaviorally relevant dynamic modes in continuous time naturalistic tasks without any pre-defined trial structure make sure to check @maxschwabe.bsky.social’s poster today at #BernsteinConference.

CMC Unit@cmc-unit.bsky.social

IV-74 (Wed, Sep. 30, 14:00): @maxschwabe.bsky.social will present how decomposing neural dynamics to intrinsic and input-driven modes can tell us how naturalistic decision computations are realized in the RNNs. abstracts.g-node.org/conference/B...

CMC Unit reposted

Would be really happy to see you there! We’ll be presenting new findings from UNITE, along with some exciting methodological advances. #BernsteinConference

CMC Unit@cmc-unit.bsky.social

II-55 (Tue, Sep. 29, 18:00): @armanbehrad on an unsupervised method to find behaviorally relevant internal states from data. We tested it w/ RNN & monkey data doing cognitive tasks & RNN trained with deep RL on a naturalistic plum tracking task. abstracts.g-node.org/conference/B...

CMC Unit reposted

Curious what happens when we apply fastDSA across a pool of RNNs and IBL brain-wide data? Could a new perspective on how underlying neural dynamics change help us better understand neural data? Join me and find out. #BernsteinConference

CMC Unit@cmc-unit.bsky.social

II-56 (Tue, Sep. 29, 18:00): @armanbehrad.bsky.social will tell you about a fast and furious method🏎️ for dynamical similarity analysis: bsky.app/profile/arma... abstracts.g-node.org/conference/B...

We, the Natural Decision Making Group and the Embodied Decision Making Group, are joining forces to establish the CMC Unit, a joint research unit to uncover computational, biological, and ecological principles underlying adaptive decision-making. You can read more about us here: cmc-unit.org

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We, the Natural Decision Making Group and the Embodied Decision Making Group, are joining forces to establish the CMC Unit, a joint research unit to uncover computational, biological, and ecological principles underlying adaptive decision-making. You can read more about us here: cmc-unit.org

The projects in our unit combine methods from reinforcement learning, dynamical systems, and AI with analyses of neural and behavioral data to investigate how different species adapt their decisions to the dynamics of their natural environments, while accommodating their embodied constraints.

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II-56 (Tue, Sep. 29, 18:00): @armanbehrad.bsky.social will tell you about a fast and furious method🏎️ for dynamical similarity analysis: bsky.app/profile/arma... abstracts.g-node.org/conference/B...

abstracts.g-node.orgBernstein Conference 2026Conference Abstracts
Arman Behrad@armanbehrad.bsky.social

Wanna compare dynamics across neural data, RNNs, or dynamical systems? We got a fast and furious method🏎️ The 1st preprint of my PhD 🥳 fast dynamical similarity analysis (fastDSA): 📜: arxiv.org/abs/2511.22828 💻: github.com/CMC-lab/fast... I’ll be @cosynemeeting.bsky.social - happy to chat 😉

Check @clairesturgill.bsky.social and @armanbehrad.bsky.social's post for their workshop on "From lab to wild: how internal states enable adaptive behavior": bsky.app/profile/arma...

Arman Behrad@armanbehrad.bsky.social

How do internal states shape foraging, decisions, and adaptation in a changing world? 🧠🌍 @clairesturgill.bsky.social and I are organizing a #BernsteinConference satellite workshop bringing together lab and wild perspectives on adaptive behavior. Join us 😉

CMC Unit reposted

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!

CMC Unit reposted

CMC Unit reposted

I’ll be leading a hands-on workshop on fastDSA, where we’ll explore scalable dynamical similarity analysis for neural and artificial systems. Curious about fastDSA, Check the short introduction here: bsky.app/profile/arma... #IMPRSCoNI #SummerSchool #Neuroscience #ComputationalNeuroscience

IMPRS CoNI@imprsconi.bsky.social

Welcome to the 2nd #IMPRSCoNI #SummerSchool in #Leipzig! The event kicked off yesterday with welcoming words by @gesahartwigsen.bsky.social, Deputy Spokesperson of IMPRS CoNI & Professor of Cognitive and Biological Psychology at @unileipzig.bsky.social. We wish everyone an inspiring Summer School!😁😍

CMC Unit reposted

1/11 Happy to share our TICS paper on using the flexibility of one of the most basic cognitive functions, perception, to understand one of the most complex cognitive dysfunctions, psychiatric conditions (also my first formal work in computational psychiatry 🎉) 📄: www.cell.com/trends/cogni... 🧵 : 👇

cell.comPerceptual multistability: a multifaceted window into brain dysfunctionsPerceptual multistability, observed across species and sensory modalities, offers valuable insights into numerous cognitive functions and dysfunctions. For instance, differences in temporal dynamics a...

CMC Unit reposted

CMC Unit reposted

Replying to @neuroprinciplist.bsky.social

My favorite approach is based on internal RL. What the hell is that!? Our brain not only chooses (external) actions to maximize its return, it also optimizes the 'mental' processes (= internal actions): what to relay to working memory, replay, attend, and perceive! See www.cell.com/neuron/fullt...

Thrilled to see the first @cp-trendscognsci.bsky.social paper of the lab out 🤩 Wanna understand one of the most complex cognitive dysfunctions using one of the most basic adaptive functions, perception? Paper: linkinghub.elsevier.com/retrieve/pii/S136466132600032X Thread: bsky.app/profile/neur...

joss.theoj.orgjoss.theoj.org
Shervin Safavi@neuroprinciplist.bsky.social

1/11 Happy to share our TICS paper on using the flexibility of one of the most basic cognitive functions, perception, to understand one of the most complex cognitive dysfunctions, psychiatric conditions (also my first formal work in computational psychiatry 🎉) 📄: www.cell.com/trends/cogni... 🧵 : 👇

CMC Unit reposted

Only one week left until our PhD application deadline @mpicybernetics.bsky.social. If you’re interested in the intersection of RL, RNNs, and analyses of neural & behavioral data from novel, cross-species foraging experiments, make sure to submit your application by June 15! #NeuroJobs More info👇

Roxana Zeraati@roxana-zeraati.bsky.social

If these research directions resonate with you and you're interested in joining our team, we now have 2 open PhD positions! More information about the positions: nextcloud.tuebingen.mpg.de/index.php/s/... More information about our research: www.kyb.tuebingen.mpg.de/906930/natur... #NeuroJobs

CMC Unit reposted

We have 2 open PhD positions @mpicybernetics.bsky.social, if you’re interested in reinforcement learning, recurrent neural networks and analyses of neural & behavioral data from novel, cross-species foraging experiments, there’s still time to apply: nextcloud.tuebingen.mpg.de/index.php/s/...

💼 Have you taken a look at our #CompNeuro job pool lately? There are many exciting positions with upcoming deadlines! 👉 bit.ly/2XoVAKB #ScienceJobs #BernsteinNetwork #AcademicSky

CMC Unit reposted

Replying to @roxana-zeraati.bsky.social

To do this, we develop data-driven, species-specific models by integrating: 💻 🤖 computational methods (RL, dynamical systems, AI) & 🪱🐟🐀🐒👤 behavioral & neural data (from nematodes to primates) to uncover shared or species-specific mechanisms of natural adaptive decision-making.