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Posts by Xinyu Liang

Our recent publication, 'Mechanisms underpinning the mental health impact of arts engagement', has made it onto the cover of Nature Reviews Psychology! 🎨

🔍 Find that article and explore more of our research in our Research paper library: sbbresearch.org/research-pap...

1 week ago 6 2 0 0

Very important and brilliant paper! 👍

1 week ago 1 0 0 0

Very important and interesting paper! We recently have an accordant work in which we tried to decompose the aesthetic experience as low dimensions and revealed relevant neural signatures. It will be published soon :)

1 week ago 2 0 1 0
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New from our @cognizelab.bsky.social in Advanced Science:

Beneath the Big Five, personality consistently organises into two dimensions, each with distinct brain signatures.

Amazing work by postdoc @kaixiangzhuang.bsky.social and thanks to all our collaborators! doi.org/10.1002/advs...

3 weeks ago 11 7 0 3

Are you thinking about acquiring multi-task fMRI for your study but don’t know where to start?

@bassel_arafat
just published a toolbox to optimally select tasks and run them in the MRI scanner - with many commonly used tasks ready to go! Check out the preprint below 👇

4 weeks ago 18 6 0 0
Plot 3D Brain Views Headlessly (No Browser) — pycortex 1.3.0.dev0 documentation

Pycortex, our awesome brain viewer software, has a major new feature! Thanks to the hard work of Dr. Matteo Visconti and Aditya Vaidya, Pycortex now supports headless webgl viewers! You can create 3D inflated plots without needing a display, and in Jupyter notebooks!
gallantlab.org/pycortex/aut...

4 weeks ago 23 5 0 1
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‪Voxelwise Encoding Models (VEMs) are a great framework for modeling fMRI data, but it can be difficult to implement. We've made VEM accessible by providing software, tutorials and reviews that guide its use an implementation. Get it here:
gallantlab.org/blog/2025-12...
#neuroscience, #neuroimaging

3 months ago 48 13 3 0
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3 months ago 9 3 1 0
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AI-assisted coding: 10 simple rules to maintain scientific rigor These guidelines can help researchers ensure the integrity of their work while accelerating progress on important scientific questions.

@russpoldrack.org's guidelines for AI-assisted coding can help researchers ensure the integrity of their work while accelerating progress on important scientific questions.

#neuroskyence

www.thetransmitter.org/artificial-i...

4 months ago 30 10 2 1
screenshot of my post

screenshot of my post

Big new blogpost!

My guide to data visualization, which includes a very long table of contents, tons of charts, and more.

--> Why data visualization matters and how to make charts more effective, clear, transparent, and sometimes, beautiful.
www.scientificdiscovery.dev/p/salonis-gu...

4 months ago 799 315 22 50

Due to popular demand, here is a visualisation of the custom "maze" algorithm we used to uncover gradients along the cortical surface.

4 months ago 5 1 0 0
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🧠 New paper alert (the 1st one from our new lab)!
Led by 1st author & VR wizard @jaquent.bsky.social

@natcomms.nature.com

How do our brains distinguish novel from familiar places as we explore our environments, e.g., a new city?

🔗 doi.org/10.1038/s414...

🧵 Thread below with key findings ⬇️

4 months ago 26 12 1 2
Conceptual Roadmap of the present study. To examine the relationship between the metabolic costs of visual processing and aesthetic pleasure, we used both computational and physiological measures to quantify metabolic costs during visual processing: 1. Model-derived estimates of metabolic costs based on the activation of a deep neural network; 2. Metabolic activity of human brains, specifically in the visual processing areas. We found that both measures were inversely related to aesthetic pleasure.

Conceptual Roadmap of the present study. To examine the relationship between the metabolic costs of visual processing and aesthetic pleasure, we used both computational and physiological measures to quantify metabolic costs during visual processing: 1. Model-derived estimates of metabolic costs based on the activation of a deep neural network; 2. Metabolic activity of human brains, specifically in the visual processing areas. We found that both measures were inversely related to aesthetic pleasure.

Energy efficiency drives evolution, and humans may have evolved pleasure-based signals to optimize actions. Does this extend to aesthetic pleasure?

Yes!

Strong evidence in silico and humans, out in PNAS Nexus:
tinyurl.com/3kbu8xw4

With Yikai Tang and Wil Cunningham.
@uoftpsychology.bsky.social

4 months ago 15 7 1 0
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Best practices for using Jupyter notebooks Better Code, Better Science: Chapter 6, Part 6

Best practices for using Jupyter notebooks russpoldrack.substack.com/p/best-pract... - the latest in my Better Code, Better Science series

4 months ago 22 6 0 0
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Memorability of visual stimuli and the role of processing efficiency Nature Reviews Psychology - Certain items are better remembered than others across individuals, a property known as memorability. In this Review, Bainbridge and colleagues detail memorability...

What makes visual stimuli memorable? Wilma Bainbridge, @keisukefukuda.bsky.social, Lore Goetschalckx, and I investigate the role of processing fluency for memorability in a new review paper in Nature Reviews Psychology. Check it out!

rdcu.be/eSyjz

4 months ago 36 15 1 0
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The special issue celebrating John Duncan's retirement is now out! Check out all the gem articles here:
sciencedirect.com/special-issue/10QN6R7VQSM

and the editorial (see next figure in the thread for an entertaining analysis)
doi.org/10.1016/j.ne...

4 months ago 27 13 1 2
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Submissions are now open!

The 2026 IAEA Congress invites researchers, scholars, and artists from different domains and countries to present and share empirical research on aesthetics, creativity, and the psychology and neurobiology of the arts and aesthetics.

5 months ago 12 9 1 0
View from your office onto Giessen and surrounding villages.

View from your office onto Giessen and surrounding villages.

Please repost! I am looking for a PhD candidate in the area of Computational Cognitive Neuroscience to start in early 2026.

The position is funded as part of the Excellence Cluster "The Adaptive Mind" at @jlugiessen.bsky.social.

Please apply here until Nov 25:
www.uni-giessen.de/de/ueber-uns...

5 months ago 80 98 1 4
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📣 New Paper Alert!
My PhD student Hannah Ovadia and I wrote a concise update on “The Role of the Default Mode Network (DMN) in Aesthetic Appeal” to synthesize evidence, highlight issues, and most importantly, consider theoretical alternatives.

Free access:
authors.elsevier.com/a/1lz-h8MqMi...

6 months ago 24 9 1 0
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Welcome to the IAEA Aesthetics Conference 2026 in Jena!

We are delighted to announce that the International Association for Empirical Aesthetics (IAEA) will hold its next international conference in Jena, Germany, from 5th to 8th May.
Discover more at iaea-jena2026.org (link in bio)

6 months ago 12 9 1 0
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Are You Moved by Beauty? Beauty is in the hand more than in the eye of the beholder.

How we subconsciously reach towards beauty 🫳

www.psychologytoday.com/us/blog/brai...

6 months ago 6 4 0 0

APA Monitor article on what happens in the brain when we view art

www.apa.org/monitor/2025...

#neuroaesthetics

7 months ago 5 1 0 0

Out today! www.nature.com/articles/s41...

8 months ago 61 18 3 2
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Neural correlates of negative aesthetic evaluations in visual art: a neuroimaging meta-analysis Abstract. Neuroaesthetics has focused on investigating positive aesthetic evaluations while neglecting negative aesthetic evaluations. The employment of do

Very nice meta-analysis of the neural correlates of negative aesthetic judgments from Zaira Cattaneo's lab.
academic.oup.com/cercor/artic...

9 months ago 3 1 0 0
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New opinion paper linking the brain’s DMN response to cognitive transitions during narratives and task-switching; by Ashley Zhou, John Duncan and Daniel Mitchell: doi.org/10.1016/j.ne...

9 months ago 4 2 0 1
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Massive congrats to @neocosmliang.bsky.social for receiving the #OHBM Merit Award for his work on “the domain general neural signature of perceived object beauty”🌹 #ECR @ohbmtrainees.bsky.social
@cognizelab.bsky.social

9 months ago 15 5 1 0
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Welcome to see my poster and discuss with me at No. 757 #ohbm #ohbm2025

9 months ago 3 0 1 0
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✨ Thrilled to Host PREMIER's Inaugural Seminar! ✨

What an honor to welcome @choongwanwoo.bsky.social Ben Becker, Zhou Feng and their brilliant teams for the very first PREMIER: Predictive Modeling in Emotion & Cognition Research seminar at ISTBI, Fudan University! 🧠💡

@cognizelab.bsky.social

10 months ago 7 2 0 0

🎉 Excited to share our latest work!!!

10 months ago 2 0 0 0