New preprint! How do threat beliefs drive avoidance & what happens when avoidance prevents us from verifying them? New work showing a bidirectional link between beliefs and avoidance! Lucky to work w @ondrejzika.bsky.social @nicoschuck.bsky.social @tobywise.bsky.social osf.io/preprints/ps...

🚨 New preprint w/ Valerio Rubino and Peter Dayan: how do people discover and use compositional structure under constraints? osf.io/preprints/ps... A key factor is a simple heuristic that favors reuse of repeated and symmetric fragments across scales, is robust to time pressure, and sped up RTs 🧵👇

My last game was frequentist. This one's Bayesian. In BATTLE BAYES you're M₀, the intercept-only null model — fed up with being rejected. Collect evidence, INTERCEPT your rivals' excess θ, get SELECTED. Yes, the button name is a pun. sachaepskamp.com/battle_bayes/ #rstats #statsed #bayesian

Learn about all things modeling in psychiatry! Get a feeling for what computational modeling can be useful for in psychiatry Learn about good practice in comp. modeling in psychiatry Use models in hands-on tutorials -Connect with like-minded people www.translationalneuromodeling.org/cpcourse/

Categorization is ‘baked’ into the brain — a Perspective by Lisa Feldman Barrett & Earl K. Miller @lisafeldmanbarrett.com @earlkmiller.bsky.social #neuroscience #neuroskyence www.nature.com/articles/s41...

Now out in PNAS with @jaeyoungson.bsky.social, Alice Xia, @apaxon.bsky.social & @orielf.bsky.social. Medial temporal lobe encodes predictive representations of people's real-world social networks which afford them key advantages in social navigation. www.pnas.org/doi/10.1073/... 🧵

📘 Excited to share that Decision Making: A Very Short Introduction (OUP) is now available online (PDF for subscribers): doi.org/10.1093/9780... What is it about? Understanding how humans (and other agents) make choices. Below a bit more information👇

When recording experimental data, have you ever: 1) overwritten data? 2) changed the experiment and forgot when? 3) had a student leave the lab leaving a mess of dataset? 4) noticed how everyone has their own way to transfer data? We published a solution: LSLAutoBIDS - open science by design. 🧵

🧠 What makes threat memories so hard to forget? 🐍😱 Using focused ultrasound we provide causal evidence that the human amygdala drives rapid threat learning 🐍⚡ and determines how resistant those memories become to subsequent extinction 🐍🚫 🆕📄 www.science.org/doi/10.1126/...

🚨Last week to apply for a 3 year postdoc with me and @dominikdeffner.bsky.social, embedded in theadaptivemind-excellencecluster.de Focus is on developing innovative experiments and computational models to understand social & cultural learning. Deadline is March 30th 👉 hmc-lab.com/SocialLearni...

When we acquire multimodal MRI data, they give us complementary views on the same tissue. How can we combine this rich information to improve the specificity of tissue modelling in MRI?

💥New paper out! Why do some people generalise threat more than others? We show that anxious people generalise more strongly, even after accounting for perceptual mistakes. A huge (!) thanks to @ondrejzika.bsky.social @nicoschuck.bsky.social and @bernhardspitzer.bsky.social

Proud to share the lab’s first preprint, led by the fantastic @christinamaher.bsky.social! 🎉 Real-world environments are high-dimensional and noisy. Selective attention is thought to shape the state representations that make reinforcement learning tractable.

🧠 Resting-state fMRI is often treated as the gold standard for studying the brain’s intrinsic organization. But is it actually the best way to estimate functional architecture? We tested this directly. 🧵1/8

Looking at the program again 👀 I can't wait for this! Stoked to contribute a talk on ✨the interoceptive basis of reinforcement learning✨

🚀 Postdoc Alert! Are you passionate about social learning & cultural evolution? @dominikdeffner.bsky.social & I have a 3-year position with freedom to develop your research and work on cutting-edge multiplayer and immersive experiments. Apply by March 30! hmc-lab.com/SocialLearni... Pls share 🙏

Ultrasound gives our brain a nudge in the right direction 🧠 👀 Look to your left, look to your right! We used #ultrasound to stimulate the brain and it changed human choice behavior within a fraction of a second. No surgery, no implants. Link to paper ⬇️ www.nature.com/articles/s41...

We are recruiting! Postdoctoral research fellow at www.sdn-lab.org, studying the computational & neural basis of social decision-making. Birmingham is a fantastic & affordable place to live, with one of the youngest populations in Europe & over 600 parks. Please share! www.jobs.ac.uk/job/DQO275/p...

I went to BAMB a few years ago and learned a ton! Do consider applying if you're looking for a summer school on advanced behavioural modelling.

🎉 New paper in Nature Communications 🎉 rdcu.be/e24jT Does our environment influence how likely we are to help others?

Applications will be opening soon for BAMB! 2026 The summer school will take place from 12 - 23 July 2026 www.bambschool.org

Now online in @biologicalpsych.bsky.social CNNI - our paper showing that reliance on habitual responding in transdiagnostic compulsivity may be underpinned by uncertainty about learned environmental structure 📃 www.sciencedirect.com/science/arti...

🎉 My PhD work has just been published in @natcomms.nature.com! How do we learn who caused what - and how much control we had - when outcomes depend on multiple people? We studied how humans do so using a new social learning task, computational modelling and fMRI. www.nature.com/articles/s41... 🧵👇

Fantastic position for a Research Lab Manager in EP - please pass this on to anyone interested and apply by Friday!

🚀 Deadline for this is this Sunday! 🏃‍♀️

Do check out this amazing opportunity to join the brilliant @lilweb.bsky.social's lab 🤩! Do apply, deadline is 4th Jan

Passionate about women's mental health? Interested in brain stimulation? Excited by cutting edge neurotech? Come do a PhD with me! www.findaphd.com/phds/project... (thread)

These posts are live now! Oxford is a great place to work. Do apply if you'd like to apply neurostimulatory techniques to understand symptoms. my.corehr.com/pls/uoxrecru... my.corehr.com/pls/uoxrecru...

New preprint in advance of a Phil Trans paper. Outlining a theoretical argument bridging Bayesian causal learning and empowerment in reinforcement learning. And empirical data that kids do too! arxiv.org/abs/2512.08230

New study out today in Nature Comms: www.nature.com/articles/s41..., in which we set out to test whether ultrasound could influence the reward-related learning computations of the nucleus accumbens, building on decades of work on dopaminergic prediction error and reinforcement learning. And it did.

Check out this preprint by @simyciri.bsky.social on the role of basis functions in social decision-making across development 🚀!

📣🔥Thrilled to announce that 2026 Computational Psychiatry Conference will take place in New Haven, CT, btw July 14-16 - www.cpconf.org @robbrutledge.bsky.social @drrickadams.bsky.social @tobiasuhauser.bsky.social @docqhuys.bsky.social @clairegillan.bsky.social Sonia Bishop More info to come soon!

1/ Excited to share that our symposium review covering cognitive mapping in the PFC just came out in the Journal of Neuroscience: www.jneurosci.org/content/45/4...

There are 3 Oxford-based post doc positions for this Wellcome Trust project that will be advertised soon! If you have experinece in neurostimulation (tms/tus) and/or modelling of cogneuro data in humans do contact one of us (me, @mkflugge.bsky.social @lilweb.bsky.social, Jacinta OShea) to discuss!

1/4 I’m super excited to share our latest PNAS paper: a 7T-fMRI study shows that functional connectivity between habenula and VTA in humans is associated with individual differences in negative learning bias, which further associates with higher anxiety and depression scores. doi.org/10.1073/pnas...

(1/3) Focused ultrasound stimulation is a versatile neuroscience tool. Depending on parameter settings it can safely and reversibly alter brain function, or it can lead to lasting tissue damage. That’s why we have safety guidelines (see ITRUSST: www.sciencedirect.com/science/arti... ).

When does new learning interfere with existing knowledge in people and ANNs? Great to have this out today in @nathumbehav.nature.com Work with @summerfieldlab.bsky.social, @tsonj.bsky.social, Lukas Braun and Jan Grohn www.nature.com/articles/s41...

A brain injury was reported in a trial using ultrasound, framed as low-intensity TUS. Kim Butts Pauly and I reviewed the case and disagreed with how it's presented. Key acoustic data are missing. Case: doi.org/10.1016/j.br... Letters: www.elsa-fouragnan.com/blog | web.stanford.edu/~kimbutts/Le...

Super happy to see this review out! We ask why people are so reluctant to abandon goals and how this commitment could be understood computationally. Work with Jill O'Reilly & @yaelniv.bsky.social

Check out this chapter on recent methods in measuring brain plasticity - by the amazing @luiantaverra.bsky.social et al ✨🧠!

🚀 We’re hiring - Join our lab 🚀 🔍 Hiring: PhD (75% TV-L) & Postdoc (100% TV-L) 🧠 fMRI, VR, EEG, modelling We combine a range of cognitive neuroscience methods to study flexible behaviour. 📅 Start: Feb 2026 or later | ⏳ Apply by Nov 3! More details: tinyurl.com/ms3a9ajt #CognitiveNeuroscience

Looking for a PhD? Interested in cognitive computational neuroscience, motivation and decision-making? See our project listed in the BBSRC MIBTP competition for funding for a 4-year PhD in the @msnlab.bsky.social in the @thechbh.bsky.social. Deadline 27/11. More info: tinyurl.com/5d5vz8m7

🚨 Last Minute Spots Now Available🚨 Last minute spots became available for this year's @biodgps-dgpa.bsky.social Young Scientist Retreat🧠! If you want to come to Hamburg next week register vie email: 📧[email protected] Strongly Recommend!🙌 #Biopsychology #YoungScientists

How do we decide to reach out and make friends? My PhD work on this question is out today in @pnas.org 🎉 Study done in collaboration with the incredible @mirunarascu.bsky.social, @sorcha-hamilton.bsky.social, Ingrid Yu, and my two amazing supervisors, Matthew Rushworth and @mkflugge.bsky.social👇

🚨Out now in @cp-trendscognsci.bsky.social 🚨 We explore the use of cognitive theories/models with real-world data for understanding mental health. We review emerging studies and discuss challenges and opportunities of this approach. With @yaelniv.bsky.social and @eriknook.bsky.social Thread ⬇️

job alert 🚨 come join us in beautiful Würzburg 🏰🌳🍷🫧this 3yrs Postdoc position is for German speakers interested in child&adolescent clinical psych. Although initially limited to 3 years, this position offers a possibility of tenure! happy to answer any question in advance-shoot me an📨&pls share🙃

Post doc job alert 📢! Announcing a v exciting job on a Wellcome-funded project in my group at UCL, looking at auditory hallucinations... Advert here 👀: rb.gy/230w8l - deadline is end of Oct. Please apply! 1/5

New #job alert! Clinical research fellow / postdoc in #computationalpsychiatry at the @mpc-comppsych.bsky.social / @uclqsion.bsky.social and UCL psychiatry. We will aim to understand the computations engaged by serotonin in the treatment of depression. Please re-sky. www.ucl.ac.uk/work-at-ucl/...

What influences whether people have fun with a task? Our paper “Leveling up fun: learning progress, expectations and success influence enjoyment in video games” with @thecharleywu.bsky.social and @ericschulz.bsky.social now in Scientific Reports! rdcu.be/eI069 Paper summary below 1/4

😍 Our latest is out now in @commspsychol.nature.com. 🤩 We show with Bayesian modelling and experimental manipulation of uncertainty that developmental differences in social influence depend on differences in the internal uncertainty people have about their choice doi.org/10.1038/s442...