Come see our poster #61 at 3pm @iclr-conf.bsky.social #iclr2025 surface deep learning for generalising fMRI decoding across different human brains with @dahansimon.bsky.social @gabriben.bsky.social
26.04.2025 05:41 — 👍 7 🔁 4 💬 0 📌 0
openreview submission: openreview.net/pdf?id=OJsMG...
24.01.2025 16:31 — 👍 0 🔁 0 💬 0 📌 0
[5/5] The attention maps of the fMRI encoder, extracted after multimodal alignment, correlate well with topographic maps of functional networks activated during movie-watching. Code, pre-trained models, and a pre-print will be released very soon! ☺️
24.01.2025 16:22 — 👍 1 🔁 0 💬 1 📌 0
[4/5] Critically, we show that SIM generalises effectively for fMRI decoding and image reconstruction across new subjects (unseen during training), new audio-visual stimuli (new movie scenes), and even new stimuli in new subjects!
24.01.2025 16:22 — 👍 1 🔁 0 💬 1 📌 0
[3/5] In SIM, we demonstrate that surface-based models can serve as backbones for encoding/decoding models of brain activity in movie-watching experiments by modelling the dynamics of functional connectivity and aligning fMRI, video, and audio through multimodal alignment.
24.01.2025 16:22 — 👍 1 🔁 0 💬 1 📌 0
[2/5] This work has been the latest research project of my PhD, by far the most interesting and a fantastic collaboration between great AI and Neuroimaging researchers @gabriben.bsky.social, @metricsemma.bsky.social @danielrueckert.bsky.social @lzjwilliams.bsky.social , Rob Leech, and Yourong Guo!
24.01.2025 16:22 — 👍 4 🔁 0 💬 1 📌 0
[1/5] I'm very happy to share that our latest paper: “SIM: Surface-based fMRI Analysis for Inter-Subject Multimodal Decoding from Movie-Watching Experiments”, has been accepted to #ICLR2025! 🎉
24.01.2025 16:22 — 👍 6 🔁 3 💬 1 📌 3
Computational neuroscientist, NeuroAI lab @EPFL
DeepMind Professor of AI @Oxford
Scientific Director @Aithyra
Chief Scientist @VantAI
ML Lead @ProjectCETI
geometric deep learning, graph neural networks, generative models, molecular design, proteins, bio AI, 🐎 🎶
Associate prof of psychology Vanderbilt Univ, studies how adults and children learn true and false information, she/her, lkfazio.com
Professor of Ethics & Technology @ Hertie School, Berlin. Interests: Artificial & Natural Intelligence; Behavioural Ecology; Cooperation; Digital Governance. Social media policy: https://joanna-bryson.blogspot.com/2024/10/guidance-to-my-social-media.html
Affective neuroscientist studying how & why we feel from womb-to-tomb.
Chancellor’s Leadership Professor of Psychology @ UC Davis
Core Scientist @ the California National Primate Research Center
blissmoreaulab.ucdavis.edu
CNY -> Chestnut Hill -> Yolo
Professor, Santa Fe Institute. Research on AI, cognitive science, and complex systems.
Website: https://melaniemitchell.me
Substack: https://aiguide.substack.com/
Associate prof @ University of Twente. Machine learning in medical imaging
AMLab, Informatics Institute, University of Amsterdam. ELLIS Scholar. Geometry-Grounded Representation Learning. Equivariant Deep Learning.
The leading non-profit journal of brain imaging https://direct.mit.edu/imag
We study the mind's mechanisms that give rise to decision making, social behaviour and face perception, guided by behavioural experiments, fMRI, EEG, computational models. Why do people make bad decisions? @rhulpsychology.bsky.social
Our lab at University College London studies the mechanisms of visual development using patient-friendly vision tests and brain imaging, to develop better treatments for sight loss. https://lifelongvisionlab.co.uk/
🇰🇷🇨🇦 | Exploring cerebellum & therapeutic neuromodulation, one neuron at a time | DMRF Mahlon DeLong Awardee | Postdoc @SillitoeLab | @bcmhouston |🐈⬛☕️🚴🏻♀️🏕️⛳️
RA in Computational Psychiatry & Neuropharmacological Systems • MSc Clinical Neuroscience • BSc Psychology
We are a global leader in research and education into the mind and brain.
www.ucl.ac.uk/brain-sciences
Retired NIH scientist. Caltech grad. Sci-fi author. Hiker: especially Nepal and the American Southwest.
Happily married.
Out of the blue DMs better be damn impressive.
PhD student in cognitive psychology and neuroscience on metacognition and multisensory integration at LPNC in Grenoble
Computational Neuroscience, Reinforcement Learning. Postdoctoral Fellow @ Harvard. Previously @ A*STAR & NUS. 🇸🇬
