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Pete Hitchcock

@pf-hitchcock

Assistant Professor at Emory Psychology || Computational clinical science of depression and anxiety || translational-lab.com

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03.10.2023
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Latest posts by Pete Hitchcock @pf-hitchcock

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Are you attending @cogdevsoc.bsky.social 2026? Come join us for an afternoon pre-conference workshop on motivation in development! We'll bring together developmental, educational, and computational perspectives to ask: Can we build a unified account of motivation across the lifespan? ✨

10.03.2026 17:16 πŸ‘ 15 πŸ” 10 πŸ’¬ 1 πŸ“Œ 1
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Continuing strong on Friday, come check out our three lab members giving talks and posters!
@affectscience.bsky.social

09.03.2026 16:09 πŸ‘ 5 πŸ” 6 πŸ’¬ 0 πŸ“Œ 0
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Last but not least, on Saturday we have a fantastic lineup of speakers to close out SAS weekend. Hope to see you at SAS!
@affectscience.bsky.social

09.03.2026 16:09 πŸ‘ 4 πŸ” 6 πŸ’¬ 0 πŸ“Œ 0
Announcement from Hypatia regarding second-round investment from the Wellcome Trust and 2026 hiring for five roles: Project Coordinator, Backend Engineer, UXUI Engineer, Artist/Designer, and Director of Operations. The graphic showcases Hypatia's international presence in the UK and Australia, featuring team photos and logos of partner institutions including King's College London, UWA, C-FIT, Orygen, and Emyria.

Announcement from Hypatia regarding second-round investment from the Wellcome Trust and 2026 hiring for five roles: Project Coordinator, Backend Engineer, UXUI Engineer, Artist/Designer, and Director of Operations. The graphic showcases Hypatia's international presence in the UK and Australia, featuring team photos and logos of partner institutions including King's College London, UWA, C-FIT, Orygen, and Emyria.

Excited to say that Hypatia has secured a second round of funding thanks to the @wellcometrust.bsky.social πŸ’«

This milestone allows us to build the technology and team and conduct validation efforts across the UK and Australia to bridge the ecosystems.

05.03.2026 12:08 πŸ‘ 12 πŸ” 3 πŸ’¬ 1 πŸ“Œ 0
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🚨 If you are at Mind & Brain Symposium 2026 in Berlin, come check out our ongoing work on modeling structure learning under uncertainty using a combination of active inference and particle filtering! Done and presented by Julia Senfft.

πŸ“ƒ Poster C30!

#minandbrain2026 #MBB2026

10.03.2026 12:37 πŸ‘ 8 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0
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Transient frontal spectral events from EEG predict antidepressant response to sertraline in depression Resting-state scalp electroencephalography (EEG) is a promising method for predicting patient outcomes of antidepressant treatments. Machine-learning-based EEG analysis of averaged power features (APF...

Slight but exciting departure from typical projects for me: I’m happy to share our paper finding that frontal beta event characteristics predict antidepressant response to sertraline (SSRI) has been accepted at J Psychiatric Research! 1/

www.medrxiv.org/content/10.6...

#psychscisky #neuroskyence

10.03.2026 13:47 πŸ‘ 8 πŸ” 5 πŸ’¬ 1 πŸ“Œ 0

If you are at #CNS2026, come check out Jingyi Wang's talk in the symposium "Neural Time Machine: Temporal Organization of Experience in the Brain" (starting now!), and tomorrow PM I will be sharing some of our new work at the symposium "Emotion and the organization of temporal context in memory".

09.03.2026 17:23 πŸ‘ 13 πŸ” 6 πŸ’¬ 0 πŸ“Œ 0
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So excited to have my whole lab at @affectscience.bsky.social this year! Come see what the IDEA Lab is up to!

09.03.2026 18:37 πŸ‘ 10 πŸ” 4 πŸ’¬ 1 πŸ“Œ 0
Join Us – Precision Psychopathology + Dynamic Immunopsychiatry Lab

Looking forward to expanding our small team a bit as the lab prepares for its 2nd year.

We will be hiring 2-3 more volunteer, in-person RAs for our team to start in the fall. Details and application info are at our website.

share.google/O1hvtUpPLIlp...

09.03.2026 14:55 πŸ‘ 15 πŸ” 8 πŸ’¬ 0 πŸ“Œ 0
A neural signature of adaptive mentalization | Nature Neuroscience

How does the brain decide which mental strategy to use when inferring others' beliefs?

Excited to (finally!) see my first first-author paper out @natneuro.nature.com

Summary below 🧡 #CogSci #CogNeuro

www.nature.com/articles/s41...

09.03.2026 10:08 πŸ‘ 70 πŸ” 24 πŸ’¬ 1 πŸ“Œ 3
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Threading the needle: Practical considerations for merging theory-driven computational psychiatry with data-driven analytics to enhance precision health at scale The rapidly evolving field of computational psychiatry enables quantification of specific cognitive processes, and their underlying mechanisms, in a translational and potentially scalable manner, usin...

Excited to share our latest paper in which we discuss merging theory-and data- driven computational psychiatry in a large transdiagnostic cohort study (N=2400)

www.biologicalpsychiatrycnni.org/article/S245...

Christopher Pittenger, Godfrey Pearlson @annierhcheng.bsky.social @sobp-org.bsky.social

05.03.2026 19:33 πŸ‘ 48 πŸ” 20 πŸ’¬ 1 πŸ“Œ 0

Thanks!

07.03.2026 05:51 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

I'm heading to CNS in Vancouver! Come check out my poster Sunday morning for some fun work (🐁?)

DM me if youll be there and want to link up!

06.03.2026 19:51 πŸ‘ 11 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

Thanks Dennis! Would love your thoughts/feedback

06.03.2026 17:56 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Thrilled that this first empirical paper out of the lab is posted, led by Sandarsh Pandey, asking:

Depression (and other internalizing disorders) involve profound changes to sense of self. How can we study these differences using rigorous decision-making methods?

(alt link: tinyurl.com/2kk59dje)

06.03.2026 17:38 πŸ‘ 71 πŸ” 28 πŸ’¬ 4 πŸ“Œ 1

If you're headed to #sas2026 next week, check out work from 3 lab members:

Friday:

* Sissi Li on expectation setting + mood in worriers (P2.C.139)

Saturday:

* Tess Gilmartin on an RL perspective on self-monitoring (P3.C.248)

* Sandarsh Pandey on capturing latent self-schemas (P3.C.251)

06.03.2026 15:32 πŸ‘ 6 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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I'll be giving a talk in the #CNS2026 Rising Star session on Saturday. Come say hi if you're around!

05.03.2026 15:51 πŸ‘ 21 πŸ” 5 πŸ’¬ 0 πŸ“Œ 0
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A crowdsourced megastudy of 12 digital single-session interventions for depression in US adults Nature Human Behaviour - An online experiment compared 12 brief online interventions for depression. Most improved mental health immediately, but these gains decreased over time, with only two...

Our crowdsourced megastudy comparing a diverse set of 12 single-session interventions for depression is out today in @nathumbehav.nature.com!

Read the full paper here: rdcu.be/e6pzz (no paywall)

We also published a brief non-academic piece about the study today: theconversation.com/free-10-minu...

02.03.2026 15:41 πŸ‘ 39 πŸ” 18 πŸ’¬ 1 πŸ“Œ 3
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The inferred value of unchosen options spreads to related items in memory Counterfactual thinking β€” considering what could have come of choosing the other path β€” can facilitate inference. Previous studies have demonstrated t…

πŸ“’New paper out today in @cognitionjournal.bsky.social!

Does the value of an unchosen option β€” inferred through counterfactual reasoning β€” spread to related items in memory, similar to how the value of a chosen option β€” acquired through direct experience β€” does?

In short, yes!

28.02.2026 19:11 πŸ‘ 59 πŸ” 25 πŸ’¬ 1 πŸ“Œ 0

Personalized Prediction of Momentary Affect with Passive Smartphone Sensing Data in a Clinically Heterogeneous Sample: An evaluation of machine learning and mixed effects approaches: https://osf.io/2g8dp

28.02.2026 08:50 πŸ‘ 5 πŸ” 1 πŸ’¬ 1 πŸ“Œ 2
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Changes in our feelings, or "affective surprise," may act as a learning signal that influences what we remember. Large magnitude deviations in experienced valence during encoding relate to better long-term associative memory.

26.02.2026 19:03 πŸ‘ 23 πŸ” 13 πŸ’¬ 1 πŸ“Œ 0
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🚨New pre-print🚨

osf.io/preprints/ps...

What if the relationship between smartphone use and mental health depends not just on specific harmful or beneficial activities, but also on how users transition between activities?

24.02.2026 13:39 πŸ‘ 51 πŸ” 20 πŸ’¬ 3 πŸ“Œ 3
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This Wednesday February 25! Dr. Michael Treadway (Emory University) is presenting in
@motcogmeet.bsky.social series: "Effort-Based Decision-Making and Its Discontents: Precision medicine approaches for understanding the pathophysiology and treatment of motivational deficits in mental illness" 1/

23.02.2026 15:08 πŸ‘ 14 πŸ” 8 πŸ’¬ 1 πŸ“Œ 0

The project started pre-Covid, so it’s especially exciting to finally see it in print. Huge thanks to my amazing collaborators who made this possible: Bas van Opheusden, @fredcallaway.bsky.social, @cocoscilab.bsky.social and James Hillis.

Paper here:
direct.mit.edu/opmi/article...

23.02.2026 15:42 πŸ‘ 5 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0

Where you look next isn’t arbitrary.
In our new paper, we model human eye movements in immersive visual search as reinforcement learning under cognitive constraints. 🧡

23.02.2026 15:42 πŸ‘ 34 πŸ” 14 πŸ’¬ 1 πŸ“Œ 0

🚨🚨New Preprint Alert!🚨🚨

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

Animal learning is painfully slow (at least initially). Yet, well trained animals can learn very fast, sometimes displaying few-shot inference. How does this transition occur?

21.02.2026 17:51 πŸ‘ 59 πŸ” 21 πŸ’¬ 1 πŸ“Œ 1

That’s awesome! Very cool and much needed

21.02.2026 16:47 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Postdoctoral Research Fellow in Social Decision Neuroscience at University of Birmingham Explore an exciting academic career as a Postdoctoral Research Fellow in Social Decision Neuroscience. Don't miss out on other academic jobs. Click to apply and explore more opportunities.

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...

20.02.2026 10:54 πŸ‘ 36 πŸ” 45 πŸ’¬ 1 πŸ“Œ 1

I love this. And periodically you accidentally eat a blazing wing and black out for a few minutes.

20.02.2026 16:16 πŸ‘ 4 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Yeah and it does seem to have the effect of making them catastrophically unforgettable

19.02.2026 19:01 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0