Geeling Chau
@geelingc.bsky.social
Computation and Neural Systems PhD student @Caltech | Brain Computer Interfaces, Neural Signal Decoding | glchau.github.io
Reposted by Geeling Chau
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
We invite short papers or interactive demos on AI for neural, physiological or behavioral data.
Submit by Aug 22 👉 brainbodyfm-workshop.github.io
July 11, 2025 at 5:01 PM
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
We invite short papers or interactive demos on AI for neural, physiological or behavioral data.
Submit by Aug 22 👉 brainbodyfm-workshop.github.io
Reposted by Geeling Chau
New preprint! 🧠🤖
How do we build neural decoders that are:
⚡️ fast enough for real-time use
🎯 accurate across diverse tasks
🌍 generalizable to new sessions, subjects, and even species?
We present POSSM, a hybrid SSM architecture that optimizes for all three of these axes!
🧵1/7
How do we build neural decoders that are:
⚡️ fast enough for real-time use
🎯 accurate across diverse tasks
🌍 generalizable to new sessions, subjects, and even species?
We present POSSM, a hybrid SSM architecture that optimizes for all three of these axes!
🧵1/7
June 6, 2025 at 5:40 PM
New preprint! 🧠🤖
How do we build neural decoders that are:
⚡️ fast enough for real-time use
🎯 accurate across diverse tasks
🌍 generalizable to new sessions, subjects, and even species?
We present POSSM, a hybrid SSM architecture that optimizes for all three of these axes!
🧵1/7
How do we build neural decoders that are:
⚡️ fast enough for real-time use
🎯 accurate across diverse tasks
🌍 generalizable to new sessions, subjects, and even species?
We present POSSM, a hybrid SSM architecture that optimizes for all three of these axes!
🧵1/7
In #Banff for the #BCISociety #BCI2025 meeting!
How can Machine Learning benefit BCIs?
🤝Would love to meet! (DM me)
📍Poster: Jun 4 (Wed) 4-6pm. P2-G-68
🗣Talk: Jun 5 (Thurs) Morning. W21: Large neural data models for brain-computer interfaces. Organized by
@joelye.bsky.social
🙌
How can Machine Learning benefit BCIs?
🤝Would love to meet! (DM me)
📍Poster: Jun 4 (Wed) 4-6pm. P2-G-68
🗣Talk: Jun 5 (Thurs) Morning. W21: Large neural data models for brain-computer interfaces. Organized by
@joelye.bsky.social
🙌
June 3, 2025 at 5:08 PM
In #Banff for the #BCISociety #BCI2025 meeting!
How can Machine Learning benefit BCIs?
🤝Would love to meet! (DM me)
📍Poster: Jun 4 (Wed) 4-6pm. P2-G-68
🗣Talk: Jun 5 (Thurs) Morning. W21: Large neural data models for brain-computer interfaces. Organized by
@joelye.bsky.social
🙌
How can Machine Learning benefit BCIs?
🤝Would love to meet! (DM me)
📍Poster: Jun 4 (Wed) 4-6pm. P2-G-68
🗣Talk: Jun 5 (Thurs) Morning. W21: Large neural data models for brain-computer interfaces. Organized by
@joelye.bsky.social
🙌
Reposted by Geeling Chau
Neural Encoding and Decoding at Scale (NEDS) is now accepted to @icmlconf.bsky.social as a spotlight (top 2.6%)! 🧠 🧪
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. 🐀
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. 🐀
May 2, 2025 at 3:17 PM
Neural Encoding and Decoding at Scale (NEDS) is now accepted to @icmlconf.bsky.social as a spotlight (top 2.6%)! 🧠 🧪
Come find us in Hall 3! Can’t wait to meet you and talk about modeling brain data across heterogeneous datasets!
April 25, 2025 at 2:22 AM
Come find us in Hall 3! Can’t wait to meet you and talk about modeling brain data across heterogeneous datasets!
Reposted by Geeling Chau
Want to scale models on brain datasets recorded with variable sensor layouts?
Population Transformer at #ICLR2025 may be your answer!
🗺️ Fri, Apr 25 | 10am - 12:30pm (poster @ Hall 3 + Hall 2B #58)
🗣️ Fri, Apr 25 | 4:06 pm - 4:18 pm (oral @ Garnet 216-218)
More ⬇️
Population Transformer at #ICLR2025 may be your answer!
🗺️ Fri, Apr 25 | 10am - 12:30pm (poster @ Hall 3 + Hall 2B #58)
🗣️ Fri, Apr 25 | 4:06 pm - 4:18 pm (oral @ Garnet 216-218)
More ⬇️
April 24, 2025 at 3:42 PM
Want to scale models on brain datasets recorded with variable sensor layouts?
Population Transformer at #ICLR2025 may be your answer!
🗺️ Fri, Apr 25 | 10am - 12:30pm (poster @ Hall 3 + Hall 2B #58)
🗣️ Fri, Apr 25 | 4:06 pm - 4:18 pm (oral @ Garnet 216-218)
More ⬇️
Population Transformer at #ICLR2025 may be your answer!
🗺️ Fri, Apr 25 | 10am - 12:30pm (poster @ Hall 3 + Hall 2B #58)
🗣️ Fri, Apr 25 | 4:06 pm - 4:18 pm (oral @ Garnet 216-218)
More ⬇️
It was so fun to be a part of this! Huge thanks to the organizers for putting it together!
Talk recordings from our COSYNE Workshop on Neuro-foundation Models 🌐🧠 are now up on the workshop website!
neurofm-workshop.github.io
neurofm-workshop.github.io
April 6, 2025 at 10:09 PM
It was so fun to be a part of this! Huge thanks to the organizers for putting it together!
Looking forward to joining the FM for neuro conversation at the #COSYNE2025 workshops!
I will be sharing some of our experiences scaling models for iEEG datasets with variable layouts and high-resolution temporal signals. Hope to see you there!
I will be sharing some of our experiences scaling models for iEEG datasets with variable layouts and high-resolution temporal signals. Hope to see you there!
March 29, 2025 at 10:12 PM
Looking forward to joining the FM for neuro conversation at the #COSYNE2025 workshops!
I will be sharing some of our experiences scaling models for iEEG datasets with variable layouts and high-resolution temporal signals. Hope to see you there!
I will be sharing some of our experiences scaling models for iEEG datasets with variable layouts and high-resolution temporal signals. Hope to see you there!
Reposted by Geeling Chau
Eva Dyer and I wrote an opinion piece for @thetransmitter.bsky.social on why neuroscience needs to embrace complexity and accept the "bitter lesson" by using a data-driven regime at scale.
With commentary from several wonderful researchers!
🧠📈 #NeuroAI 🧪
With commentary from several wonderful researchers!
🧠📈 #NeuroAI 🧪
How can we make progress in developing a general model of neural computation rather than a series of disjointed models tied to specific experimental circumstances, ask Eva Dyer and @tyrellturing.bsky.social in the latest entry in our NeuroAI series.
www.thetransmitter.org/neuroai/acce...
www.thetransmitter.org/neuroai/acce...
Accepting “bitter lesson” and embracing brain’s complexity
To gain insight into complex neural data, we must move toward a data-driven regime, employing large models trained on vast amounts of data. Experts weigh in.
www.thetransmitter.org
March 26, 2025 at 5:20 PM
Eva Dyer and I wrote an opinion piece for @thetransmitter.bsky.social on why neuroscience needs to embrace complexity and accept the "bitter lesson" by using a data-driven regime at scale.
With commentary from several wonderful researchers!
🧠📈 #NeuroAI 🧪
With commentary from several wonderful researchers!
🧠📈 #NeuroAI 🧪
🎉Excited to share: My first ML conference paper, Population Transformer 🧠, is an Oral at #ICLR2025! This work has truly evolved since its first appearance as a workshop paper last year. So thankful to have worked with the best advisors + collaborators! 🤗 More soon!
Catch me and czlwang.bsky.social presenting our poster today (12/14) 3:30-5:30pm at the #NeurIPS2024 NeuroAI Workshop! 🧠 neuroai-workshop.github.io
Paper: arxiv.org/abs/2406.03044
Paper: arxiv.org/abs/2406.03044
NeuroAI: Fusing Neuroscience and AI for Intelligent Solutions Workshop
Examining the fusion of neuroscience and AI: unlocking brain-inspired algorithms, advancing biological and artificial intelligence
neuroai-workshop.github.io
February 11, 2025 at 6:28 PM
🎉Excited to share: My first ML conference paper, Population Transformer 🧠, is an Oral at #ICLR2025! This work has truly evolved since its first appearance as a workshop paper last year. So thankful to have worked with the best advisors + collaborators! 🤗 More soon!
Catch me and czlwang.bsky.social presenting our poster today (12/14) 3:30-5:30pm at the #NeurIPS2024 NeuroAI Workshop! 🧠 neuroai-workshop.github.io
Paper: arxiv.org/abs/2406.03044
Paper: arxiv.org/abs/2406.03044
NeuroAI: Fusing Neuroscience and AI for Intelligent Solutions Workshop
Examining the fusion of neuroscience and AI: unlocking brain-inspired algorithms, advancing biological and artificial intelligence
neuroai-workshop.github.io
December 14, 2024 at 4:34 PM
Catch me and czlwang.bsky.social presenting our poster today (12/14) 3:30-5:30pm at the #NeurIPS2024 NeuroAI Workshop! 🧠 neuroai-workshop.github.io
Paper: arxiv.org/abs/2406.03044
Paper: arxiv.org/abs/2406.03044
Thanks @chethanp.bsky.social for bringing the BCI gang together!
BCIs list! Still finding folks on here so please message me if you'd like to be added.
December 12, 2024 at 5:29 AM
Thanks @chethanp.bsky.social for bringing the BCI gang together!
At @neuripsconf.bsky.social and thrilled to see so many brilliant minds in one place! 🤩🧠
If you’re exploring #MachineLearning for #Neurotech or #Neuroscience, let’s connect! Always up for discussions on brain decoding, BCIs, and scaling models for neuroscience. 🧠✨
If you’re exploring #MachineLearning for #Neurotech or #Neuroscience, let’s connect! Always up for discussions on brain decoding, BCIs, and scaling models for neuroscience. 🧠✨
December 11, 2024 at 7:00 AM
At @neuripsconf.bsky.social and thrilled to see so many brilliant minds in one place! 🤩🧠
If you’re exploring #MachineLearning for #Neurotech or #Neuroscience, let’s connect! Always up for discussions on brain decoding, BCIs, and scaling models for neuroscience. 🧠✨
If you’re exploring #MachineLearning for #Neurotech or #Neuroscience, let’s connect! Always up for discussions on brain decoding, BCIs, and scaling models for neuroscience. 🧠✨
Excited to give my first talk this Friday! I will be speaking on "Transformers for Neural Time Series Decoding and Analysis: From Large-scale Pretraining to Insight" part of the Caltech Chen Institute AI for Neuro Workshop
neuroscience.caltech.edu/programs/wor...
neuroscience.caltech.edu/programs/wor...
Chen Institute Workshop on AI for Neuro
neuroscience.caltech.edu
December 4, 2024 at 6:52 PM
Excited to give my first talk this Friday! I will be speaking on "Transformers for Neural Time Series Decoding and Analysis: From Large-scale Pretraining to Insight" part of the Caltech Chen Institute AI for Neuro Workshop
neuroscience.caltech.edu/programs/wor...
neuroscience.caltech.edu/programs/wor...