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cgoemaere/README.md

Who am I?

  • 👨‍🎓 PhD student working on Hopfield networks
  • 🏛 Ghent University + imec + FWO
  • 🤝 Supervised by prof. Thomas Demeester and Johannes Deleu

Research interests

  • 🎯 Primary goal: stable training of large Hopfield networks
  • 💡 Interested in Deep Equilibrium Models (DEQs) and advanced training strategies for deep neural networks.
  • 🌈 Ultimate goal: Hopfield networks + analog electronics + Equilibrium Propagation = ⚡🧠
  • 👀 Tracks developments in NLP, Predictive Coding and Active Inference

Feel free to reach out for collaboration, questions, or discussions related to my research and projects.

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  1. hopdeq hopdeq Public

    Code for the paper "Accelerating Hopfield Network Dynamics: Beyond Synchronous Updates and Forward Euler", presented at the ML-DE workshop at ECAI 2024.

    Jupyter Notebook 2