I am a Senior Research Fellow at the
Gatsby Computational Neuroscience Unit &
Sainsbury Wellcome Centre
at University College London (UCL).
Research summary: I study learning in minds, brains, and machines using a combination of behavioral experiments, computational simulations, and analytical techniques. See my research page for more.
Here is a more formal bio that can be used to introduce me.
Recent News
Our workshop on Data on the Brain & Mind 🧠💭 was accepted to NeurIPS 2025! Title inspired by the excellent workshop series Data on the Mind 💭 led by Alex Paxton circa 2017. Stay tuned for our call for contributions, which will include calls for packaging of existing neuroscience and cognitive science datasets and pedagogical demos of the application of existing methods to neuroscience and cognitive science problems.
I’m helping to organize this year’s Conference on Cognitive Computational Neuroscience (CCN) in Amsterdam as part of the Technical Program Committee (Program Chair equivalent). The deadline for the new Proceedings track was February 20th, 2025, and we’re very excited to have received over 100 submissions!
I will give a lecture + tutorial session at the July Cognition Academy of the Max Planck School of Cognition, hosted at the beautiful Schloss Eckberg.
Touring new paper on function vs. representation in neural networks! Lukas will present this as a spotlight at ICML 2025 in Vancouver, and I’ll present it as a poster at CCN 2025 in Amsterdam.
I’ll visit Italy to give an invited talk at Bocconi University in Milan and then head to Trieste do the same at YiHD 2025 at ICTP!
I’ll attend RLDM in Dublin to give an invited talk at the Workshop on “Representational alignment and aging.”
🧠💭🤖 Our workshop on Representational Alignment is back at ICLR 2025!
I attended the Simons Institute’s Workshop on LLMs, cognitive science, linguistics, and neuroscience in Berkeley.
The 3rd edition of the Summer School on Analytical Connectionism is taking place in London this summer! If you’re a student or postdoc interested in developing and analyzing connectionist models of cognition, please apply.
I gave an invited talk at the UniReps Workshop at NeurIPS.
Recent Publications
For a complete list, see my research page or my CV.
In Proceedings of the International Conference on Machine Learning (ICML), 2025.
Spotlight presentation (<3% of submissions).
In ICLR Blog Posts Track, 2025.
Appeared at ICLR 2025 as a main conference poster..
In Advances in Neural Information Processing Systems (NeurIPS), 2024.
Spotlight presentation (<4% of submissions).
In submission, 2024.