ConnectomeLab Profile
ConnectomeLab

@ConnectomeL

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SNU Connectome Lab

Seoul, South Korea
Joined August 2022
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@ConnectomeL
ConnectomeLab
1 year
Connectome Lab’s NeuroX project aims to develop a Large Brain Model ( https://t.co/IcuvfFVp62). With 2 million GPU hours award from the U.S. DOE's ALCC, the lab drives innovations in brain imaging analysis and AI applications for cognitive and clinical neurosciences.
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@ConnectomeL
ConnectomeLab
25 days
Sangyoon Bae from ConnectomeLab published a preprint titled "CausalMamba: Scalable Conditional State Space Models for Neural Causal Inference" on October 20. https://t.co/90kUlMAsRp
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arxiv.org
We introduce CausalMamba, a scalable framework that addresses fundamental limitations in fMRI-based causal inference: the ill-posed nature of inferring neural causality from hemodynamically...
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@ConnectomeL
ConnectomeLab
2 months
서울대 연구팀이 아동 뇌발달의 유전적 비밀을 밝혔습니다. 8,600명 이상 아동 분석 결과, 인지 관련 유전자는 뇌 부피와 성능을 높이고, ADHD/우울증 유전자는 반대 효과를 보였습니다. 이 발견이 조기 정신건강 개입의 새로운 길을 열 것으로 기대됩니다: https://t.co/BMyx9dxgpm #아동발달 #유전학
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nature.com
Nature Communications - This study reveals how genetic profiles shape brain structure, function, and behavior in over 8,600 children, linking polygenic scores to key brain imaging features and...
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@ConnectomeL
ConnectomeLab
2 months
English: New research reveals how genes shape kids' brain development. We analyzed 8,600+ kids and found that cognitive genes boost brain volume & performance, while ADHD/depression genes show opposite effects. Read more: https://t.co/Ti8Je34ocZ #ChildDevelopment #Genetics
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@ConnectomeL
ConnectomeLab
6 months
Sangyoon Bae from ConnectomeLab published a preprint titled "Spatiotemporal Learning of Brain Dynamics from fMRI Using Frequency-Specific Multi-Band Attention for Cognitive and Psychiatric Applications" on March 30, 2025. https://t.co/pyGEQ2p18o
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arxiv.org
Understanding how the brain's complex nonlinear dynamics give rise to cognitive function remains a central challenge in neuroscience. While brain functional dynamics exhibits scale-free and...
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@ConnectomeL
ConnectomeLab
6 months
Jungyoun Janice Min from Connectome Lab published a preprint titled "Polygenic Risk-Informed White Matter Integrity Improves Deep Learning-Based Prediction of Youth Depression" on March 27, 2025. https://t.co/1sTasxqd1r
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medrxiv.org
Early detection of youth depression is crucial, given its rising prevalence and long-term consequences. Although genetic factors contribute significantly to youth depression, their integration with...
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@ConnectomeL
ConnectomeLab
6 months
Danny Dongyeop Han from ConnectomeLab published a preprint titled "Mind the Gap: Aligning the Brain with Language Models Requires a Nonlinear and Multimodal Approach" on February 18, 2025. (doi: https://t.co/gjw3WPcukN)
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arxiv.org
Self-supervised language and audio models effectively predict brain responses to speech. However, traditional prediction models rely on linear mappings from unimodal features, despite the complex...
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@NobelPrize
The Nobel Prize
1 year
BREAKING NEWS The Royal Swedish Academy of Sciences has decided to award the 2024 #NobelPrize in Chemistry with one half to David Baker “for computational protein design” and the other half jointly to Demis Hassabis and John M. Jumper “for protein structure prediction.”
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@SebastianSeung
Sebastian Seung
1 year
Wow. @Google is cleaning up at the Nobels this year. Yesterday's prize recognized the old Google Brain and today's goes to @GoogleDeepMind! The torch has been passed from @BellLabs.
@NobelPrize
The Nobel Prize
1 year
BREAKING NEWS The Royal Swedish Academy of Sciences has decided to award the 2024 #NobelPrize in Chemistry with one half to David Baker “for computational protein design” and the other half jointly to Demis Hassabis and John M. Jumper “for protein structure prediction.”
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@JMannhart
Jonathan Mannhart 🔎🔸
1 year
“I'd also like to acknowledge my students (…) they've gone on to do many great things. I'm particularly proud of the fact that one of my students fired Sam Altman.“ 😳🫡
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@ConnectomeL
ConnectomeLab
1 year
Junghoon from Connectome Lab presented his Quantum Reinforcement Learning model at IEEE Quantum Week! It learns like our brains, but uses quantum mechanics for even better decision making.🤯 He even uses new quantum measurements to unlock its full potential! #QuantumComputing
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@TingsterX
Ting Xu
1 year
Curious about human brain development through an animal model? 🧠🐒Check out our new preprint on Brain Charts of the Rhesus Macaque Lifespan! We've mapped normative trajectories for macaque brains using 1.5k MRI scans from PRIME-DE and collaborators! https://t.co/qAREofrEpz
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@aesciemo
Jinwoo Lee
1 year
"Can mixed feelings have distinct neural signatures?" For a long time, affective science said 'no,' slowing down research about ambivalence in awe. With recent findings saying 'yes' and our unique VR-EEG-deep learning technologies, we explored this issue: https://t.co/Mj5fFD00co
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@AGVacca
Anthony G Vaccaro
1 year
Phenomenal and incredibly cool work on the neuroscience of mixed feelings!! Film, VR, mixed feelings, brains, literally what more could you want?1
@aesciemo
Jinwoo Lee
1 year
"Can mixed feelings have distinct neural signatures?" For a long time, affective science said 'no,' slowing down research about ambivalence in awe. With recent findings saying 'yes' and our unique VR-EEG-deep learning technologies, we explored this issue: https://t.co/Mj5fFD00co
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@ConnectomeL
ConnectomeLab
1 year
Check this new paper, entitled "Awe is characterized as an ambivalent experience in the human behavior and cortex: integrated virtual reality-electroencephalogram study" published at BioRxiv https://t.co/EvkMJAc9S3 #SNU_Connectome_Lab
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biorxiv.org
Understanding complex emotions, characterized by the co-occurrence of positive and negative feelings, is crucial for unlocking the full spectrum of human affective experiences. However, the behavior...
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@aesciemo
Jinwoo Lee
1 year
@jimpe_hitsuwari Thanks for sharing, Jimpei! 🙂
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@ConnectomeL
ConnectomeLab
2 years
Check this our new paper, entitled "Stress vulnerability and resilience in children facing COVID-19-related discrimination: a quasi-experimental study using polygenic, brain, and sociodemographic data " published at MedRxiv https://t.co/Oc6gY2hqou #SNU_Connectome_Lab
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medrxiv.org
During the pandemic, perceived COVID-19-related discrimination aggravated children’s stress levels. The remaining question is to evaluate the individual variability in these effects and to identify...
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