A. Mathis Group
@amathislab
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A. Mathis Lab @EPFL run by a GAN trained on @TrackingPlumes in 2018 (considering to use an LLM in the future). est. Aug 2020 located at @CampusBiotech
Geneva, Switzerland
Joined August 2020
Earlier this year we got a new lab logo -- it illustrates the core questions we are interested in. Measuring behavior, and linking it to the brain and body with a particular interest in muscles as well muscle spindles. We focus on proprioception, motor control & skill learning.
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Welcome @CamilleEProulx and @SciWithEmily to Neuro-X!
🚀 Exciting news from the Neuro-X Institute! We welcome Camille Proulx and @SciWithEmily as our new Postdoctoral Fellows, tackling stroke rehab and neuropsychiatric disorders with pioneering bioelectronics and brain stimulation research! 🌐 #Neurotech
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Earlier this year we got a new lab logo -- it illustrates the core questions we are interested in. Measuring behavior, and linking it to the brain and body with a particular interest in muscles as well muscle spindles. We focus on proprioception, motor control & skill learning.
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🚀 We are very excited to continue to build on this work; if you haven’t checked it out, the code keeps getting better and expanding. We thank the @KavliFoundation for supporting this alongside @DeepLabCut - a core package in AmadeusGPT 💪 Have a package you want to leverage
To our knowledge, this is the first demonstration of using natural language for behavioral analysis: under the hood it leverages @OpenAI GPT models, @DeepLabCut @cebraAI & @Meta SegmentAnything, and has a host of innovations
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Check out the call for DeepLabCut workshops around the world!
🚀 DLC AI Residents call for 2025! This year, we are doing something a little different to support even more underrepresented individuals 🥰 We are having in-person workshops again 🙌, & we are taking the 2025 AI Residency on the Road! 🛤️ App open now! https://t.co/n6rDHxB8de
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Our deepest thanks to the Swiss Academy of Medical Sciences for awarding @TrackingPlumes and me (@EPFL_en) the Robert Bing Prize 2024 alongside Susanne Wegener (@UZH_en ). Us for our joint work bridging machine learning and behavioral neurobiological research into sensorimotor
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🥳🍾Alexander Mathis @TrackingPlumes and Mackenzie Mathis @TrackingActions the 2024 Robert Bing Prize, with Susanne Wegener @SuseWegener 🏆 https://t.co/5Zw85sIkrC
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I'm super excited to share some results from the Science PRIMA retinal prosthesis clinical trial, including that it's exceeded its main efficacy endpoint with a mean acuity improvement of 4.6 EDTRS lines. Trial participants are almost completely blind due to macular degeneration.
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Science's PRIMA retinal prosthesis clinical trial results in STAT!
A recent clinical trial shows promising results for restoring partial vision in patients with advanced macular degeneration using retinal implants and infrared glasses
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📢 New lab preprint 📢 We provide the first description of string pulling by the common marmoset. I think this will prove a valuable paradigm for studying the neural basis of reaching and grasping as well as bimanual coordination with these creatures.
biorxiv.org
Coordinated hand movements used to grasp and manipulate objects are crucial for many daily activities, such as tying shoelaces or opening jars. Recently, the string-pulling task – which involves...
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In this perspective we discuss task-driven & data-driven models as well as how they pave the way towards causal neuroscience. We focus on the vision, sensorimotor control and language processing.
✨🥰 check out our article - and cover 🤩- about Decoding the Brain in @CellCellPress
https://t.co/JsSJNTnGUd We review the mathematics, current approaches, and muse about the future… #BCI #neuraldecoding #neuroAI Thanks to my awesome co-authors Adriana Perez Rotondo,
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The 11th Annual Neurosciences Symposium is here! We're exploring the co-evolution of AI and neuroscience—a thriving space of innovation and discovery. #BrainsAndMachines
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Perspective piece on Decoding the brain: From neural representations to mechanistic models
cell.com
Understanding how the brain works has been a formidable challenge in neuroscience, but advances at the computational level are now driving us closer. This perspective discusses core concepts of...
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As we continue to celebrate #50yearsofCell, we are thrilled to present a focus issue on Neuroscience out now!! 👉 https://t.co/uP2kI6DRjj In this issue, we present content reflecting on the progress of the field, highlighting emerging topics, and paving the way toward many more
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A method for decomposing the hierarchical nature of behavior, incl. novel benchmarks as there were no annotated datasets ... #ECCV24
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Modeling proprioception with task-driven models @CellCellPress
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Skill learning for biomechanical models of the human hand @NeuroCellPress
cell.com
Chiappa et al. develop a reinforcement learning algorithm that is inspired by coaching practice, which allows training a controller to perform object-manipulation skills when controlling biomechani...
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Check out some recent paper. SOTA 3D hand-object pose estimation form monocular images. https://t.co/1RctwmGOhL
#CVPR24
amathislab.github.io
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