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CeliaBenquet/README.md

Hi there I'm Célia (she/her) 👋

Linkedin: CeliaBenquet Bluesky: celia-bqt

I'm a fourth-year PhD candidate at the M-Lab of Adaptative Intelligence 🐭.

🔭 I develop data-driven models that combine vision 👀, movement 💪, decision-making 🧩, and neural signals to study how agents act under uncertainty. My research focuses on representation learning and contrastive learning on high-dimensional behavioral and neural data. I'm also exploring reinforcement learning to understand how agents actively seek information in a task-driven manner.

  • 👩‍🎓 EPFL alumna 🇨🇭, specialization in computational engineering & neuroscience 🧠
  • Master's thesis at the Uchida Lab (Harvard University), on the neural basis of belief state computation in the brain.
  • 🌐 Check out my website.

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  1. AdaptiveMotorControlLab/CEBRA AdaptiveMotorControlLab/CEBRA Public

    Learnable latent embeddings for joint behavioral and neural analysis - Official implementation of CEBRA

    Python 1.1k 99

  2. MMathisLab/FreelyMovingVR4Mice MMathisLab/FreelyMovingVR4Mice Public

    code base for running DeepLabCut, unity3D, and task control with a teensy

    Jupyter Notebook 5

  3. AdaptiveMotorControlLab/CEBRA-lens AdaptiveMotorControlLab/CEBRA-lens Public

    🦓🔍 A python library for mechanistic interpretability of CEBRA models

    Python 3