Jae-Young Son

@jaeyoungson.bsky.social

Postdoc at Brown University. Social neuroscientist researching how we make memories of networks; cognitive neuroscientist researching how we make networks of memories. Misadventurer; reluctant optimist; amor fati. https://jaeyoungson.com/

Scoop: NIH is on a mission to enlist one million Americans to share their genetic data to help with health research through a precision medicine program called “All of Us.” What participants don’t know is that at one research site, Palantir stores the data. www.motherjones.com/politics/202...

Palantir has a hand in NIH's most ambitious health initiative

The defense tech firm's work with public health data has largely flown under the radar.

motherjones.com

“In the new self-governed Commonwealth of Massachusetts, could any person be held as property by another? Sedgwick pressed the view that slavery in the state was extinguished with the adoption of the new state constitution. The jury listened to the argument and agreed: Freeman and Brom were free.”

The Enslaved Woman Who Sued for Freedom and Emancipated Herself

For the 250th anniversary, The Times Magazine asked leading historians to profile founding-era Americans whose roles in the drama have been often overlooked.

nytimes.com

Thrilled to be featured in the @thetransmitter.bsky.social Liftoff Series! Grateful for the opportunity to share more about our launching lab's ethos and the big questions surrounding mechanisms of affect and mental health we aim to tackle in the coming years! 🧠

The Transmitter @thetransmitter.bsky.social · last mo.

In this month’s “Liftoff,” @marisosa.bsky.social discusses the challenges and excitement of task-switching as a new PI, and @debyee.bsky.social shares how she plans to foster a culture of reproducibility in her lab. #neuroskyence By @franciscorr25.bsky.social www.thetransmitter.org/liftoff-new-...

The profound part of Juneteenth for me is that before this was made a holiday, there was no official celebration of the end of slavery in the United States. When the 13th Amendment passed in December 1865, the legislators who witnessed its enshrinement imagined that the day would be remembered.

We make flexible choices in new situations by knitting together information from separate relevant memories. But what governs which memories are retrieved and when? In a new preprint, we captured how people build decision variables from different memories by tracking their gaze on a blank screen.

Flexible decisions arise from resource-rational memory sampling

Flexible decision making depends on retrieving and recombining memories. Yet because this process unfolds covertly, its governing principles remain unknown. Here we use gaze reinstatement to uncover t...

biorxiv.org

I'm really excited to share a new preprint! Lab studies have consistently shown that stress and negative emotions make people drink alcohol, but studies of daily life (EMA) keep failing to find it. What does that mean for the shared theoretical prediction both designs test? osf.io/preprints/ps...

Figure summarizing new EMA data from our lab

New preprint w/ @fredcallaway.bsky.social! How does the brain decide which computations to run? We combine rational meta-reasoning with a meta-learning algorithm to build a recurrent network that learns to select computations. www.biorxiv.org/content/10.6...

Learning to select computations in recurrent neural circuits

Two hallmarks of biological computation are its flexibility and efficiency. These features are often attributed to cognitive control processes that balance external utility against computational cost. However, how the brain could implement such adaptive control remains unknown. Here, we provide one possible answer by combining the computational theory of rational meta-reasoning with a meta-learning algorithm recently proposed as a model of prefrontal cortex. This yields a recurrent neural network model that learns to select computations. In simple choice tasks, the model approximates the algorithms and representations of optimal symbolic models and reproduces neural dynamics observed in macaque orbitofrontal cortex. In multi-step planning tasks, the model replicates key behavioral signatures of human planning strategies and captures human neural dynamics associated with step-by-step mental simulation. Our framework unifies meta-reasoning and meta-learning by showing that learning to reason can be understood as learning to learn from information generated by one’s own cognitive operations, providing a mechanistic account of how adaptive control of thought can be implemented in neural systems. ### Competing Interest Statement The authors have declared no competing interest.

biorxiv.org

We made an open repository of close relationships measures. Our goal is to catalogue all of the published self-report measures in relationship science. You can help us expand the database by suggesting measures you tend to use in your research, or by uploading your own measures! relascale.com

RelaScale - Psychological Measures and Constructs

RelaScale is a searchable database of psychological measures and constructs for relationship researchers.

relascale.com

Our new paper is out this week in Nature Neuroscience! www.nature.com/articles/s41... We built a BCI that works with the brain's natural geometry — and we found that people could learn to play a video game with their brains in <1 hr of training. This efficiency is groundbreaking & here's why:

Human learning of noninvasive brain–computer interfaces via manifold geometry - Nature Neuroscience

Busch et al. use nonlinear neural manifolds to help humans gain rapid control over a noninvasive brain–computer interface, allowing them to learn how to play a video game with real-time fMRI neurofeed...

nature.com

🌵🏜️🌵 Out now in @cognitionjournal.bsky.social with @rbhui.bsky.social! If your advisor sends you an unclear email, do you interpret it as good or bad? 😏😱 In a new paper, we show how people make inferences about this type of ambiguous feedback during learning. www.sciencedirect.com/science/arti...

Ambiguity and confirmatory reward learning

We tend to interpret feedback in ways that confirm our pre-existing beliefs. Such confirmatory tendencies are often viewed as cognitive flaws, but mig…

sciencedirect.com

🪼 Your tax dollars paid a scientist to squeeze jellyfish through cheesecloth. Osamu Shimomura processed tens of thousands on an NSF grant to understand why they glow. He found a protein that glowed green under UV light. Called it "green protein." Nobody cared. For decades.

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🚨 New paper in @nature.com We asked why two hippocampal areas with very different anatomy, CA3 and CA1, often seem to code space so similarly? By recording bats flying up to 200m, we found that the difference was hidden by scale! www.nature.com/articles/s41... 🧵 1/11

Sparse-to-dense coding transformation between hippocampal areas CA3 and CA1 - Nature

The hippocampus&nbsp;exhibits a CA3-to-CA1 coding transformation that combines fast learning with an efficient, compressed neural code.

nature.com

Excited to share this preprint from my undergrad thesis work! Using a novel paradigm to give participants control over transitions in the environment, we found that control improved memory beyond predictability of transitions and resulted in differences in the shape of within-event memory.

Jeff Zacks@jzacks.bsky.social · 3mo ago

New preprint from Ashwin Srinivasan! TL;DR: Giving people control over transitions in a TikTok-like interface improved subsequent memory; predictability of transitions did not. Segmentation and control: Control over transitions differentially impacts within-event memory osf.io/preprints/ps...

🎉New positions!🎉 Postdoc and Research technician openings in our lab @yale for computational psychiatry research. Technician position a great stepping stone to grad school. More info: rutledgelab.org/positions Work w/big data from our smartphone apps and large clinical samples happinessquest.app

Postdoc and Research Technician Positions — Rutledge Lab

Now hiring a postdoc and a research technician with an interest in neuroeconomics or computational psychiatry.

rutledgelab.org

Recent preprint with Oriel FeldmanHall and Matt Nassar, showing clear neural evidence that adolescent (13-15 yrs) social media and smartphones use are associated with blunted reward signaling in the ventral striatum, the brain's reward processing hub, and worse mental health. osf.io/preprints/ps...

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I was asked to speak with a graduate class today about research data management. I was asked, "How do people become convinced that beginning data management early on in a project is worth it?" Me: "Suffering. They usual have to suffer first." 😅