International Brain Laboratory
@IntlBrainLab
Experimental & theoretical neuroscientists collaborating to understand brainwide circuits for complex behavior. Mastodon: @[email protected]
قد يعجبك
Two flagship papers from the International Brain Laboratory, now out in @Nature: 🧠 Brain-wide map of neural activity during complex behaviour → doi.org/10.1038/s41586… 🧠 Brain-wide representations of prior information in mouse decision-making → doi.org/10.1038/s41586… +
Hear directly from our amazing team members: A conversation with research software engineers at the International Brain Laboratory: Patterns cell.com/patterns/fullt…
Excited to announce the Foundation Models for the Brain and Body workshop at #NeurIPS2025!🧠 We invite short papers or interactive demos on AI for neural, physiological or behavioral data. Submit by Aug 22 👉 brainbodyfm-workshop.github.io
Thrilled to share our state-of-the-art method for in vivo cell-type classification and brain region localization, NEMO, which is now now a spotlight at #ICLR2025! We use NEMO to characterize the electrophysiological diversity of cell-types across the entire mouse brain. 🐭 🧠
Another step toward a foundation model of the mouse brain: "Neural Encoding and Decoding at Scale (NEDS)" Trained on neural and behavioral data from 70+ mice, NEDS achieves state-of-the-art prediction of behavior (decoding) and neural responses (encoding) on held-out animals.
Check out our new tutorial series to learn how to use the Lightning Pose app, on a local workstation or in the cloud. We start from the basics and work up to advanced topics like deep ensembling and active learning: shorturl.at/jbxhd
Come work with us! IBL is looking for a research software engineer to join our team! Learn more and apply here: drive.google.com/file/d/11jgmO0…
Now officially accepted as a poster at NeurIPS 2024!
What will a foundation model for the brain look like? We argue that it must be able to solve a diverse set of tasks across multiple brain regions and animals. Check out our preprint where we introduce a multi-region, multi-animal, multi-task model (MtM): arxiv.org/abs/2407.14668
Register for this course to learn more about Neuropixels and a chance to dig into the brainwide map data set!
Day 1 and 2 (14-15 October 2024) cover the basics, with a new perspective from the International Brain Laboratory. Day 3 (16 October 2024) does a deep dive on 3 hot topics: an outlook on Neuropixels technology, recordings across species, and the IBL brainwide map.
Neural activity is correlated among animals performing the same task and across sequential trials. Led by @zhang_yizi and @hl3616, we develop an reduced-rank model that exploits shared structure across animals to improve neural decoding. biorxiv.org/content/10.110…
Scientists need engineers. How can we foster career growth and retention of these highly skilled staff? Read our opinion piece here: thetransmitter.org/craft-and-care…
Lightning Pose is an efficient pose estimation approach that requires few labeled training data owing to its semi-supervised learning strategy and ensembling. @dan_biderman @cu_neurotheory @ZuckermanBrain @IntlBrainLab @Columbia nature.com/articles/s4159…
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