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ybernaerts/README.md
  • 👋 Hi, I’m @ybernaerts
  • 👀 I’m interested in the intersection of Neuroscience with Machine Learning.
  • 🌱 PhD work was about cell typing, biophysical modeling, simulation-based inference and relating transcriptome with physiology in single cells
  • 🌱 Current PostDoc work is about neural dynamics and the role of individual neurons in neuronal population modelling
  • 📫 Interested? Reach me over yves.bernaerts@research.fchampalimaud.org .

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  1. berenslab/hh_sbi berenslab/hh_sbi Public

    Jupyter Notebook 1

  2. berenslab/sBNN berenslab/sBNN Public

    A sparse bottleneck neural network to predict electrophysiological properties of neurons from their gene expression.

    Jupyter Notebook 4

  3. berenslab/patch-seq-rrr berenslab/patch-seq-rrr Public

    Sparse reduced-rank regression

    Jupyter Notebook 20 5

  4. berenslab/sbi_tutorial berenslab/sbi_tutorial Public

    Tutorial on how to craft your summary statistics for simulator-based inference.

    Jupyter Notebook

  5. PhD_thesis PhD_thesis Public

    Jupyter Notebook