Your eyes constantly move to hunt for information, a strategy known as infotaxis. New work from Prof. Mackenzie Mathis's lab @trackingactions.bsky.social shows mice do it too: in a VR task, they actively sought out the most informative views, adjusting as visual info changed doi.org/10.1016/j.cu...
Mackenzie Weygandt Mathis
@trackingactions.bsky.social
Scientist 👩🔬 & EPFL Assoc Prof 🇨🇭 | Devloper of DeepLabCut.org , 🦓 cebra.ai | neuroscience & ML 🧠 mackenziemathislab.org
🔥 Our latest work is state of the art 3D pose estimation, with video analysis from a single camera! 🎥 Just train with 3D data, and then only 1 camera is needed! 🖤 Presented this week at #CVPR2026 by lead author Ti Wang! Please repost🩵🙏🏼 xiu-cs.github.io/FMPose3D/ arxiv.org/abs/2602.05755
🔥 Our latest work is state of the art 3D pose estimation, with video analysis from a single camera! 🎥 Just train with 3D data, and then only 1 camera is needed! 🖤 Presented this week at #CVPR2026 by lead author Ti Wang! Please repost🩵🙏🏼 xiu-cs.github.io/FMPose3D/ arxiv.org/abs/2602.05755
Honored to share that I’ve been promoted to Associate Professor with tenure at @epfl-brainmind.bsky.social @epfl-ai-center.bsky.social (EPFL)! 🎉 Deeply grateful to my current and past incredible lab members, collaborators, and mentors who’ve made this journey possible. 🧠✨🙏🏼
Accepted to #CVPR2026 🙌🔥
✨ New 3D pose estimation method from my lab! #FMPose3D allows for monocular (i.e. single camera) 2D➡️3D 🔥 Led by Ti Wang & w/ Xiaohang Yu #FMPose3D is SOTA on human & animal 3D benchmarks, & will be integrated into @deeplabcut.bsky.social ⬇️ 📝 arxiv.org/abs/2602.05755 ➡️ xiu-cs.github.io/FMPose3D/
✨ New 3D pose estimation method from my lab! #FMPose3D allows for monocular (i.e. single camera) 2D➡️3D 🔥 Led by Ti Wang & w/ Xiaohang Yu #FMPose3D is SOTA on human & animal 3D benchmarks, & will be integrated into @deeplabcut.bsky.social ⬇️ 📝 arxiv.org/abs/2602.05755 ➡️ xiu-cs.github.io/FMPose3D/
Excited to co-host this conference with @marissascavuzzo.bsky.social and Steve Liberles focused on the peripheral nervous system -- No Brainer! Check out the amazing list of speakers and apply for one of the spots for this small, interactive meeting on the beautiful Janelia Campus at HHMI.
📢 Apply by May 14 to explore peripheral nervous system function across somatic + autonomic + enteric divisions, with a focus on new methods + emerging technologies. 🛏️ Meals & lodging covered; no registration fee Apply ➡️ janelia.news/PNS26 @ardemp.bskyverified.social @marissascavuzzo.bsky.social
Interested in the latest advances in neuroscience (neural dynamics and internal models) and how they can be leveraged to build smarter, adaptive AI? ➡️ My first real solo piece 🖤🫶 @natneuro.nature.com rdcu.be/eWVmA
Leveraging insights from neuroscience to build adaptive artificial intelligence
Nature Neuroscience - Adaptive intelligence envisions AI that, like animals, learns online, generalizes and adapts quickly. This Perspective reviews biological foundations, progress in AI and...
rdcu.be
Ascona meetings on neural circuits are amazing conferences in a beautiful setting in Switzerland spanning all scales from genetics and micro-circuit cracking to high level cognition. Check asconacircuits.org for the 2026 program and register soon, as it typically reaches capacity very quickly 🧠🧪
HomeThe Ascona Meetings on Neuronal Circuits
asconacircuits.org
Registration for the Ascona 2026 Meeting is now open. Go to asconacircuits.org to submit your abstract and register for the meeting! We are looking forward to seeing you in Switzerland this September! Ascona Meeting Organizers
Registration for the Ascona 2026 Meeting is now open. Go to asconacircuits.org to submit your abstract and register for the meeting! We are looking forward to seeing you in Switzerland this September! Ascona Meeting Organizers
Ascona circuits meeting looks as awesome as ever. Submissions open.. www.asconacircuits.org
HomeThe Ascona Meetings on Neuronal Circuits
asconacircuits.org
Interested in the latest advances in neuroscience (neural dynamics and internal models) and how they can be leveraged to build smarter, adaptive AI? ➡️ My first real solo piece 🖤🫶 @natneuro.nature.com rdcu.be/eWVmA
Leveraging insights from neuroscience to build adaptive artificial intelligence
Nature Neuroscience - Adaptive intelligence envisions AI that, like animals, learns online, generalizes and adapts quickly. This Perspective reviews biological foundations, progress in AI and...
rdcu.be
Joint modelling of brain and behaviour dynamics with artificial intelligence www.nature.com/articles/s41...
Joint modelling of brain and behaviour dynamics with artificial intelligence - Nature Reviews Neuroscience
Artificial intelligence is rapidly advancing our mechanistic understanding of the shared structure between the brain and higher-order behaviours. In this Review, Mathis and Mathis synthesize state-of-...
nature.com
Delighted we made the superlab list @andpru.bsky.social 🫶 List: mailchi.mp/c9edb773c735... Paper: www.nature.com/articles/s41...
Joint modelling of brain and behaviour dynamics with artificial intelligence — a Review by Mackenzie Weygandt Mathis & Alexander Mathis @trackingactions.bsky.social @trackingskills.bsky.social #neuroscience #neuroskyence www.nature.com/articles/s41...
Joint modelling of brain and behaviour dynamics with artificial intelligence - Nature Reviews Neuroscience
Artificial intelligence is rapidly advancing our mechanistic understanding of the shared structure between the brain and higher-order behaviours. In this Review, Mathis and Mathis synthesize state-of-...
nature.com
Joint modelling of brain and behaviour dynamics with artificial intelligence www.nature.com/articles/s41...
Joint modelling of brain and behaviour dynamics with artificial intelligence - Nature Reviews Neuroscience
Artificial intelligence is rapidly advancing our mechanistic understanding of the shared structure between the brain and higher-order behaviours. In this Review, Mathis and Mathis synthesize state-of-...
nature.com
Enjoying the Swiss Animal Science meeting! Inspiring to be around people who are passionate about research animal welfare and open science ❤️
If you’re at SfN, see the poster on DeepLabCut 3 where n Monday 8-12 Swing by to talk to @trackingactions.bsky.social and me this and about the DLC ecosystem!
AI tools like DeepLabCut and SuperAnimal are changing how scientists study movement, helping them understand how brain activity drives behavior. Read more: bit.ly/4qnX7JF @trackingactions.bsky.social @deeplabcut.bsky.social
Want to help shape the SCENE collaboration?! Join us as an executive director: www.cam.ac.uk/jobs/scene-m...
SCENE Manager
The Simons Collaboration on Ecological Neuroscience (SCENE): SCENE is an international consortium of 20 leading researchers in the fields of Computational, Systems and Cognitive Neuroscience, and
cam.ac.uk
AI tools like DeepLabCut and SuperAnimal are changing how scientists study movement, helping them understand how brain activity drives behavior. Read more: bit.ly/4qnX7JF @trackingactions.bsky.social @deeplabcut.bsky.social
How AI Is Changing Neuroscience Discovery
AI is altering how scientists study the brain
bit.ly
#EPFL has an open faculty position - tenure track or tenured!! - in AI driven biophysics. Deadline is Nov 15th. Please spread the word! www.epfl.ch/about/workin...
Assistant/associate Professor of AI-assisted Biophysics at the Ecole polytechnique fédérale de Lausanne (EPFL) and Group Leader at the Paul Scherrer Institute (PSI)
The School of Basic Sciences (Physics, Chemistry and Mathematics) at EPFL and the Paul Scherrer Institute (PSI) jointly seek to appoint a Tenure Track Assistant or tenured Associate Professor in AI-As...
epfl.ch
My lab has been pushing into explainable, robust, & theoretically-tractable AI models for science 💪 New! Accepted to #ICCV2025 we introduce #DISTIL - led by amazing PhD student @mirzious.bsky.social - we propose a trigger-inversion method for DNNs that reconstructs malicious backdoor triggers 1/4
(YouTube) From LSD to AI with Switzerland's brain explorers www.youtube.com/watch?v=HqnA... via @trackingactions.bsky.social
From LSD to AI with Switzerland's Brain Explorers | Hello World with Ashlee Vance
YouTube video by Bloomberg Originals
youtube.com
Of potential interest to those keen on motor control and/or multi-task networks. Congrats to Elom and Eric. www.biorxiv.org/content/10.1...
Motor cortex flexibly deploys a high-dimensional repertoire of subskills
Skilled movement often requires flexibly combining multiple subskills, each requiring dedicated control strategies and underlying computations. How the motor system achieves such versatility remains u...
biorxiv.org
I’m super excited to finally put my recent work with @behrenstimb.bsky.social on bioRxiv, where we develop a new mechanistic theory of how PFC structures adaptive behaviour using attractor dynamics in space and time! www.biorxiv.org/content/10.1...
Fall US trips booked! I'll be speaking at Scripps, SfN, and ICCV 🚀 Who will be at #ScrippsNeuroSymposium2025, #SfN2025 and/or #ICCV2025? Lots of ☀️🕶️🌴 & 🧠 in Oct/Nov!